2.0.2
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
DataFrame
NO COMPARISON TARGET
87326
ROWS
0
DUPLICATES
64.7 MB
RAM
59
FEATURES
2
CATEGORICAL
54
NUMERICAL
3
TEXT
1
iso_code
VALUES:
87,326
(100%)
MISSING:
---
DISTINCT:
219
(0%)
496
1%
-
-
MEX
496
1%
-
-
ARG
493
1%
-
-
THA
491
1%
-
-
PER
481
1%
-
-
TWN
476
1%
-
-
KOR
475
1%
-
-
OWID_WRL
83,918
96%
-
-
(Other)
2
continent
VALUES:
83,125
(95%)
MISSING:
4,201
(5%)
DISTINCT:
6
(0%)
3
location
VALUES:
87,326
(100%)
MISSING:
---
DISTINCT:
219
(0%)
496
1%
-
-
Mexico
496
1%
-
-
Argentina
493
1%
-
-
Thailand
491
1%
-
-
Peru
481
1%
-
-
Taiwan
476
1%
-
-
South Korea
475
1%
-
-
United States
83,918
96%
-
-
(Other)
4
date
VALUES:
87,326
(100%)
MISSING:
---
DISTINCT:
497
(1%)
218
0%
-
-
2021-04-09
218
0%
-
-
2021-04-08
217
0%
-
-
2021-04-14
217
0%
-
-
2021-03-31
217
0%
-
-
2021-03-30
217
0%
-
-
2021-04-02
217
0%
-
-
2021-04-11
85,805
98%
-
-
(Other)
5
total_cases
VALUES:
85,062
(97%)
MISSING:
2,264
(3%)
DISTINCT:
46,267
(53%)
MAX
159.0M
95%
2.2M
Q3
0.1M
AVG
0.9M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
159.0M
IQR
115k
STD
6.0M
VAR
35.6T
KURT.
292
SKEW
15.2
SUM
73.5B
6
new_cases
VALUES:
85,060
(97%)
MISSING:
2,266
(3%)
DISTINCT:
11,839
(14%)
MAX
906k
95%
16k
Q3
1k
AVG
6k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-74k
RANGE
980k
IQR
775
STD
37,431
VAR
1.4B
KURT.
204
SKEW
12.7
SUM
505.9M
7
new_cases_smoothed
VALUES:
84,059
(96%)
MISSING:
3,267
(4%)
DISTINCT:
22,665
(26%)
MAX
826k
95%
16k
Q3
1k
AVG
6k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-6k
RANGE
833k
IQR
805
STD
36,848
VAR
1.4B
KURT.
196
SKEW
12.5
SUM
499.2M
8
total_deaths
VALUES:
75,320
(86%)
MISSING:
12,006
(14%)
DISTINCT:
17,660
(20%)
MAX
3.3M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.3M
IQR
3,114
STD
141k
VAR
19.9B
KURT.
229
SKEW
13.4
SUM
1.8B
9
new_deaths
VALUES:
75,478
(86%)
MISSING:
11,848
(14%)
DISTINCT:
2,781
(3%)
MAX
17,906
95%
496
Q3
18
AVG
141
MEDIAN
2
Q1
0
5%
0
MIN
-1,918
RANGE
19,824
IQR
18.0
STD
768
VAR
590k
KURT.
162
SKEW
11.2
SUM
10.6M
10
new_deaths_smoothed
VALUES:
84,059
(96%)
MISSING:
3,267
(4%)
DISTINCT:
6,297
(7%)
MAX
14,436
95%
421
Q3
14
AVG
125
MEDIAN
1
Q1
0
5%
0
MIN
-232
RANGE
14,668
IQR
14.0
STD
705
VAR
498k
KURT.
161
SKEW
11.3
SUM
10.5M
11
total_cases_per_million
VALUES:
84,603
(97%)
MISSING:
2,723
(3%)
DISTINCT:
65,846
(75%)
MAX
174k
95%
56k
Q3
10k
AVG
11k
MEDIAN
1k
Q1
0k
5%
0k
MIN
0k
RANGE
174k
IQR
10,177
STD
20,128
VAR
405.2M
KURT.
11.1
SKEW
2.99
SUM
894.0M
12
new_cases_per_million
VALUES:
84,601
(97%)
MISSING:
2,725
(3%)
DISTINCT:
37,636
(43%)
MAX
18,294
95%
373
Q3
69
AVG
75
MEDIAN
8
Q1
0
5%
0
MIN
-2,153
RANGE
20,447
IQR
69.1
STD
187
VAR
35,112
KURT.
1,198
SKEW
17.2
SUM
6.4M
13
new_cases_smoothed_per_million
VALUES:
83,605
(96%)
MISSING:
3,721
(4%)
DISTINCT:
42,455
(49%)
MAX
2,649
95%
372
Q3
77
AVG
75
MEDIAN
10
Q1
1
5%
0
MIN
-277
RANGE
2,926
IQR
76.3
STD
150
VAR
22,446
KURT.
18.5
SKEW
3.58
SUM
6.3M
14
total_deaths_per_million
VALUES:
74,874
(86%)
MISSING:
12,452
(14%)
DISTINCT:
40,939
(47%)
MAX
2,970
95%
1,197
Q3
253
AVG
234
MEDIAN
42
Q1
7
5%
0
MIN
0
RANGE
2,970
IQR
246
STD
410
VAR
168k
KURT.
6.65
SKEW
2.49
SUM
17.5M
15
new_deaths_per_million
VALUES:
75,032
(86%)
MISSING:
12,294
(14%)
DISTINCT:
7,213
(8%)
MAX
218
95%
8
Q3
1
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
-76
RANGE
295
IQR
1.31
STD
3.97
VAR
15.8
KURT.
307
SKEW
10.6
SUM
114k
16
new_deaths_smoothed_per_million
VALUES:
83,605
(96%)
MISSING:
3,721
(4%)
DISTINCT:
8,563
(10%)
MAX
63.1
95%
7.0
Q3
1.2
AVG
1.3
MEDIAN
0.1
Q1
0.0
5%
0.0
MIN
-10.9
RANGE
74.1
IQR
1.24
STD
2.94
VAR
8.65
KURT.
29.6
SKEW
4.26
SUM
113k
17
reproduction_rate
VALUES:
70,762
(81%)
MISSING:
16,564
(19%)
DISTINCT:
371
(0%)
MAX
5.76
95%
1.52
Q3
1.18
MEDIAN
1.02
AVG
1.02
Q1
0.85
5%
0.41
MIN
-0.01
RANGE
5.77
IQR
0.330
STD
0.355
VAR
0.126
KURT.
7.42
SKEW
0.747
SUM
71,849
18
icu_patients
VALUES:
8,845
(10%)
MISSING:
78,481
(90%)
DISTINCT:
2,387
(3%)
MAX
30,022
95%
4,641
Q3
705
AVG
1,093
MEDIAN
180
Q1
31
5%
1
MIN
0
RANGE
30,022
IQR
674
STD
3,026
VAR
9.2M
KURT.
39.5
SKEW
5.75
SUM
9.7M
19
icu_patients_per_million
VALUES:
8,845
(10%)
MISSING:
78,481
(90%)
DISTINCT:
5,031
(6%)
MAX
193
95%
82
Q3
42
AVG
27
MEDIAN
17
Q1
5
5%
1
MIN
0
RANGE
193
IQR
37.0
STD
28.0
VAR
782
KURT.
3.17
SKEW
1.54
SUM
236k
20
hosp_patients
VALUES:
11,014
(13%)
MISSING:
76,312
(87%)
DISTINCT:
4,669
(5%)
MAX
133k
95%
28k
Q3
3k
AVG
5k
MEDIAN
1k
Q1
0k
5%
0k
MIN
0k
RANGE
133k
IQR
2,716
STD
12,413
VAR
154.1M
KURT.
38.4
SKEW
5.36
SUM
53.4M
21
hosp_patients_per_million
VALUES:
11,014
(13%)
MISSING:
76,312
(87%)
DISTINCT:
8,342
(10%)
MAX
1,533
95%
605
Q3
261
AVG
175
MEDIAN
83
Q1
23
5%
3
MIN
0
RANGE
1,533
IQR
238
STD
217
VAR
47,120
KURT.
4.98
SKEW
1.98
SUM
1.9M
22
weekly_icu_admissions
VALUES:
802
(1%)
MISSING:
86,524
(99%)
DISTINCT:
601
(1%)
MAX
4,002
95%
1,709
Q3
226
AVG
282
MEDIAN
50
Q1
9
5%
1
MIN
0
RANGE
4,002
IQR
217
STD
586
VAR
344k
KURT.
10.5
SKEW
3.16
SUM
226k
23
weekly_icu_admissions_per_million
VALUES:
802
(1%)
MISSING:
86,524
(99%)
DISTINCT:
597
(1%)
MAX
279
95%
84
Q3
24
AVG
21
MEDIAN
9
Q1
2
5%
0
MIN
0
RANGE
279
IQR
21.6
STD
36.9
VAR
1,365
KURT.
16.5
SKEW
3.69
SUM
17,140
24
weekly_hosp_admissions
VALUES:
1,395
(2%)
MISSING:
85,931
(98%)
DISTINCT:
1,244
(1%)
MAX
117k
95%
16k
Q3
2k
AVG
4k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
117k
IQR
1,736
STD
11,381
VAR
129.5M
KURT.
45.2
SKEW
6.10
SUM
5.3M
25
weekly_hosp_admissions_per_million
VALUES:
1,395
(2%)
MISSING:
85,931
(98%)
DISTINCT:
1,241
(1%)
MAX
2,657
95%
400
Q3
133
AVG
115
MEDIAN
44
Q1
9
5%
1
MIN
0
RANGE
2,657
IQR
124
STD
225
VAR
50,674
KURT.
48.1
SKEW
5.84
SUM
160k
26
new_tests
VALUES:
39,945
(46%)
MISSING:
47,381
(54%)
DISTINCT:
21,642
(25%)
MAX
2.9M
95%
0.2M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
-0.2M
RANGE
3.2M
IQR
20,569
STD
163k
VAR
26.6B
KURT.
63.7
SKEW
7.30
SUM
1.8B
27
total_tests
VALUES:
39,642
(45%)
MISSING:
47,684
(55%)
DISTINCT:
38,683
(44%)
MAX
426.5M
95%
18.7M
Q3
2.7M
AVG
6.3M
MEDIAN
0.6M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
426.5M
IQR
2.6M
STD
28.1M
VAR
791.3T
KURT.
97.6
SKEW
9.12
SUM
248.1B
28
total_tests_per_thousand
VALUES:
39,642
(45%)
MISSING:
47,684
(55%)
DISTINCT:
34,072
(39%)
MAX
6,635
95%
975
Q3
237
AVG
243
MEDIAN
58
Q1
12
5%
0
MIN
0
RANGE
6,635
IQR
225
STD
540
VAR
292k
KURT.
37.2
SKEW
5.29
SUM
9.6M
29
new_tests_per_thousand
VALUES:
39,945
(46%)
MISSING:
47,381
(54%)
DISTINCT:
7,092
(8%)
MAX
327
95%
7
Q3
2
AVG
2
MEDIAN
1
Q1
0
5%
0
MIN
-23
RANGE
350
IQR
1.68
STD
5.56
VAR
30.9
KURT.
448
SKEW
14.4
SUM
77,117
30
new_tests_smoothed
VALUES:
45,775
(52%)
MISSING:
41,551
(48%)
DISTINCT:
24,335
(28%)
MAX
1.9M
95%
0.2M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.9M
IQR
22,534
STD
149k
VAR
22.3B
KURT.
60.4
SKEW
7.20
SUM
1.9B
31
new_tests_smoothed_per_thousand
VALUES:
45,775
(52%)
MISSING:
41,551
(48%)
DISTINCT:
7,293
(8%)
MAX
78.8
95%
6.3
Q3
1.9
AVG
1.8
MEDIAN
0.6
Q1
0.1
5%
0.0
MIN
0.0
RANGE
78.8
IQR
1.74
STD
4.58
VAR
20.9
KURT.
80.6
SKEW
7.86
SUM
83,417
32
positive_rate
VALUES:
43,140
(49%)
MISSING:
44,186
(51%)
DISTINCT:
560
(1%)
MAX
0.742
95%
0.298
Q3
0.131
AVG
0.091
MEDIAN
0.056
Q1
0.018
5%
0.001
MIN
0.000
RANGE
0.742
IQR
0.113
STD
0.098
VAR
0.010
KURT.
2.58
SKEW
1.60
SUM
3,908
33
tests_per_case
VALUES:
42,546
(49%)
MISSING:
44,780
(51%)
DISTINCT:
5,034
(6%)
MAX
44,259
95%
510
Q3
54
AVG
156
MEDIAN
17
Q1
8
5%
3
MIN
1
RANGE
44,257
IQR
46.4
STD
861
VAR
740k
KURT.
552
SKEW
19.1
SUM
6.6M
34
tests_units
VALUES:
47,259
(54%)
MISSING:
40,067
(46%)
DISTINCT:
4
(0%)
35
total_vaccinations
VALUES:
10,372
(12%)
MISSING:
76,954
(88%)
DISTINCT:
9,971
(11%)
MAX
1.3B
95%
0.1B
Q3
0.0B
AVG
0.0B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
1.3B
IQR
3.3M
STD
77.8M
VAR
6050.9T
KURT.
114
SKEW
9.49
SUM
173.5B
36
people_vaccinated
VALUES:
9,675
(11%)
MISSING:
77,651
(89%)
DISTINCT:
9,223
(11%)
MAX
656.3M
95%
48.6M
Q3
2.4M
AVG
10.1M
MEDIAN
0.4M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
656.3M
IQR
2.3M
STD
43.1M
VAR
1853.8T
KURT.
98.4
SKEW
8.79
SUM
97.9B
37
people_fully_vaccinated
VALUES:
7,268
(8%)
MISSING:
80,058
(92%)
DISTINCT:
6,741
(8%)
MAX
319.4M
95%
26.7M
Q3
1.4M
AVG
5.3M
MEDIAN
0.2M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
319.4M
IQR
1.4M
STD
21.5M
VAR
462.4T
KURT.
82.2
SKEW
8.03
SUM
38.8B
38
new_vaccinations
VALUES:
8,804
(10%)
MISSING:
78,522
(90%)
DISTINCT:
7,839
(9%)
MAX
26.0M
95%
2.4M
Q3
0.1M
AVG
0.4M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
26.0M
IQR
109k
STD
1.8M
VAR
3.2T
KURT.
69.2
SKEW
7.55
SUM
3.9B
39
new_vaccinations_smoothed
VALUES:
16,593
(19%)
MISSING:
70,733
(81%)
DISTINCT:
10,808
(12%)
MAX
20.7M
95%
0.9M
Q3
0.0M
AVG
0.2M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
20.7M
IQR
39,686
STD
1.2M
VAR
1.5T
KURT.
122
SKEW
10.0
SUM
3.9B
40
total_vaccinations_per_hundred
VALUES:
10,372
(12%)
MISSING:
76,954
(88%)
DISTINCT:
3,672
(4%)
MAX
220
95%
62
Q3
19
AVG
15
MEDIAN
6
Q1
1
5%
0
MIN
0
RANGE
220
IQR
17.4
STD
23.0
VAR
531
KURT.
14.4
SKEW
3.19
SUM
154k
41
people_vaccinated_per_hundred
VALUES:
9,675
(11%)
MISSING:
77,651
(89%)
DISTINCT:
2,988
(3%)
MAX
115
95%
43
Q3
13
AVG
10
MEDIAN
4
Q1
1
5%
0
MIN
0
RANGE
115
IQR
12.4
STD
14.6
VAR
213
KURT.
7.95
SKEW
2.50
SUM
100k
42
people_fully_vaccinated_per_hundred
VALUES:
7,268
(8%)
MISSING:
80,058
(92%)
DISTINCT:
1,751
(2%)
MAX
105
95%
23
Q3
6
AVG
6
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
105
IQR
5.94
STD
10.2
VAR
103
KURT.
24.9
SKEW
4.30
SUM
41,292
43
new_vaccinations_smoothed_per_million
VALUES:
16,593
(19%)
MISSING:
70,733
(81%)
DISTINCT:
6,074
(7%)
MAX
119k
95%
10k
Q3
4k
AVG
3k
MEDIAN
1k
Q1
0k
5%
0k
MIN
0k
RANGE
119k
IQR
3,375
STD
4,599
VAR
21.1M
KURT.
134
SKEW
7.84
SUM
47.7M
44
stringency_index
VALUES:
74,588
(85%)
MISSING:
12,738
(15%)
DISTINCT:
176
(0%)
MAX
100
95%
89
Q3
75
MEDIAN
60
AVG
59
Q1
44
5%
18
MIN
0
RANGE
100
IQR
31.0
STD
21.6
VAR
466
KURT.
-0.366
SKEW
-0.474
SUM
4.4M
45
population
VALUES:
86,750
(99%)
MISSING:
576
(1%)
DISTINCT:
217
(0%)
MAX
7.8B
95%
0.3B
Q3
0.0B
AVG
0.1B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
7.8B
IQR
34.5M
STD
689.3M
VAR
475077.3T
KURT.
91.1
SKEW
9.17
SUM
11.1T
46
population_density
VALUES:
81,282
(93%)
MISSING:
6,044
(7%)
DISTINCT:
200
(0%)
MAX
20,547
95%
623
Q3
208
AVG
352
MEDIAN
83
Q1
36
5%
4
MIN
0
RANGE
20,547
IQR
172
STD
1,712
VAR
2.9M
KURT.
103
SKEW
9.83
SUM
28.6M
47
median_age
VALUES:
78,596
(90%)
MISSING:
8,730
(10%)
DISTINCT:
134
(0%)
MAX
48.2
95%
44.4
Q3
39.1
AVG
30.5
MEDIAN
29.7
Q1
22.0
5%
17.6
MIN
15.1
RANGE
33.1
IQR
17.1
STD
9.12
VAR
83.1
KURT.
-1.24
SKEW
0.104
SUM
2.4M
48
aged_65_older
VALUES:
77,700
(89%)
MISSING:
9,626
(11%)
DISTINCT:
184
(0%)
MAX
27.0
95%
19.8
Q3
14.2
AVG
8.8
MEDIAN
6.4
Q1
3.4
5%
2.4
MIN
1.1
RANGE
25.9
IQR
10.8
STD
6.22
VAR
38.7
KURT.
-0.654
SKEW
0.793
SUM
682k
49
aged_70_older
VALUES:
78,156
(89%)
MISSING:
9,170
(11%)
DISTINCT:
182
(0%)
MAX
18.5
95%
13.7
Q3
8.7
AVG
5.6
MEDIAN
3.9
Q1
2.0
5%
1.4
MIN
0.5
RANGE
18.0
IQR
6.63
STD
4.25
VAR
18.1
KURT.
-0.315
SKEW
0.925
SUM
434k
50
gdp_per_capita
VALUES:
78,964
(90%)
MISSING:
8,362
(10%)
DISTINCT:
190
(0%)
MAX
117k
95%
57k
Q3
27k
AVG
19k
MEDIAN
13k
Q1
4k
5%
1k
MIN
1k
RANGE
116k
IQR
22,750
STD
19,839
VAR
393.6M
KURT.
4.25
SKEW
1.84
SUM
1.5B
51
extreme_poverty
VALUES:
53,728
(62%)
MISSING:
33,598
(38%)
DISTINCT:
75
(0%)
MAX
77.6
95%
59.6
Q3
21.2
AVG
13.4
MEDIAN
2.2
Q1
0.5
5%
0.1
MIN
0.1
RANGE
77.5
IQR
20.7
STD
19.9
VAR
398
KURT.
1.69
SKEW
1.65
SUM
718k
52
cardiovasc_death_rate
VALUES:
79,530
(91%)
MISSING:
7,796
(9%)
DISTINCT:
188
(0%)
MAX
724
95%
467
Q3
330
AVG
258
MEDIAN
243
Q1
167
5%
104
MIN
79
RANGE
645
IQR
162
STD
119
VAR
14,113
KURT.
0.758
SKEW
0.874
SUM
20.5M
53
diabetes_prevalence
VALUES:
80,747
(92%)
MISSING:
6,579
(8%)
DISTINCT:
141
(0%)
MAX
30.5
95%
16.5
Q3
10.1
AVG
7.8
MEDIAN
7.1
Q1
5.3
5%
2.4
MIN
1.0
RANGE
29.5
IQR
4.79
STD
3.99
VAR
15.9
KURT.
2.79
SKEW
1.22
SUM
632k
54
female_smokers
VALUES:
62,302
(71%)
MISSING:
25,024
(29%)
DISTINCT:
110
(0%)
MAX
44.0
95%
30.1
Q3
19.3
AVG
10.5
MEDIAN
6.3
Q1
1.9
5%
0.4
MIN
0.1
RANGE
43.9
IQR
17.4
STD
10.4
VAR
108
KURT.
-0.108
SKEW
0.969
SUM
656k
55
male_smokers
VALUES:
61,385
(70%)
MISSING:
25,941
(30%)
DISTINCT:
125
(0%)
MAX
78.1
95%
53.3
Q3
41.1
AVG
32.7
MEDIAN
31.4
Q1
21.6
5%
13.5
MIN
7.7
RANGE
70.4
IQR
19.5
STD
13.5
VAR
182
KURT.
0.279
SKEW
0.534
SUM
2.0M
56
handwashing_facilities
VALUES:
39,957
(46%)
MISSING:
47,369
(54%)
DISTINCT:
95
(0%)
MAX
99.0
95%
95.8
Q3
83.2
AVG
50.9
MEDIAN
49.8
Q1
20.9
5%
4.6
MIN
1.2
RANGE
97.8
IQR
62.4
STD
31.8
VAR
1,009
KURT.
-1.49
SKEW
-0.056
SUM
2.0M
57
hospital_beds_per_thousand
VALUES:
72,561
(83%)
MISSING:
14,765
(17%)
DISTINCT:
100
(0%)
MAX
13.8
95%
7.4
Q3
3.9
AVG
3.0
MEDIAN
2.4
Q1
1.3
5%
0.5
MIN
0.1
RANGE
13.7
IQR
2.56
STD
2.46
VAR
6.06
KURT.
4.04
SKEW
1.77
SUM
220k
58
life_expectancy
VALUES:
82,871
(95%)
MISSING:
4,455
(5%)
DISTINCT:
195
(0%)
MAX
86.8
95%
83.4
Q3
78.7
MEDIAN
74.5
AVG
73.2
Q1
67.9
5%
59.3
MIN
53.3
RANGE
33.5
IQR
10.8
STD
7.55
VAR
57.0
KURT.
-0.376
SKEW
-0.592
SUM
6.1M
59
human_development_index
VALUES:
79,406
(91%)
MISSING:
7,920
(9%)
DISTINCT:
152
(0%)
MAX
0.957
95%
0.940
Q3
0.848
MEDIAN
0.748
AVG
0.727
Q1
0.602
5%
0.459
MIN
0.394
RANGE
0.563
IQR
0.246
STD
0.150
VAR
0.023
KURT.
-0.878
SKEW
-0.375
SUM
57,734
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
iso_code
MISSING:
---
496
1%
-
-
MEX
496
1%
-
-
ARG
493
1%
-
-
THA
491
1%
-
-
PER
481
1%
-
-
TWN
476
1%
-
-
KOR
475
1%
-
-
OWID_WRL
475
1%
-
-
JPN
475
1%
-
-
CHN
475
1%
-
-
OWID_NAM
475
1%
-
-
OWID_ASI
475
1%
-
-
USA
474
1%
-
-
VNM
474
1%
-
-
OWID_EUR
474
1%
-
-
OWID_EUN
474
1%
-
-
SGP
473
1%
-
-
FRA
472
1%
-
-
NPL
472
1%
-
-
MYS
472
1%
-
-
OWID_OCE
471
1%
-
-
CAN
471
1%
-
-
AUS
470
1%
-
-
LKA
470
1%
-
-
KHM
470
1%
-
-
DEU
468
1%
-
-
ARE
468
1%
-
-
FIN
467
1%
-
-
PHL
467
1%
-
-
FJI
467
1%
-
-
IND
466
1%
-
-
RUS
466
1%
-
-
GBR
466
1%
-
-
ITA
465
1%
-
-
ESP
465
1%
-
-
SWE
464
1%
-
-
SVN
464
1%
-
-
DNK
462
1%
-
-
BEL
461
1%
-
-
EST
460
1%
-
-
MLT
459
1%
-
-
ZAF
459
1%
-
-
MAR
459
1%
-
-
OWID_INT
453
1%
-
-
OWID_AFR
452
1%
-
-
EGY
449
1%
-
-
GTM
447
1%
-
-
IRN
447
1%
-
-
ISR
445
1%
-
-
LBN
444
1%
-
-
OWID_SAM
443
1%
-
-
CHL
442
1%
-
-
KWT
442
1%
-
-
OMN
442
1%
-
-
AFG
442
1%
-
-
BHR
442
1%
-
-
LUX
442
1%
-
-
IRQ
441
1%
-
-
AUT
441
1%
-
-
ALB
441
1%
-
-
PAK
59,498
68%
-
-
(Other)
continent
MISSING:
4,201
(5%)
TOP CATEGORIES
Africa
22,795
27%
Europe
20,956
25%
Asia
20,733
25%
North America
10,585
13%
South America
5,355
6%
Oceania
2,701
3%
ALL
83,125
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
continent
PROVIDES INFORMATION ON...
tests_units
0.13

THESE FEATURES
GIVE INFORMATION
ON continent:
tests_units
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
CORRELATION RATIO WITH...
life_expectancy
0.83
female_smokers
0.73
aged_65_older
0.69
aged_70_older
0.68
human_development_index
0.62
extreme_poverty
0.61
median_age
0.60
diabetes_prevalence
0.56
hospital_beds_per_thousand
0.55
population
0.55
new_deaths_smoothed
0.52
new_deaths
0.51
cardiovasc_death_rate
0.50
gdp_per_capita
0.49
location
MISSING:
---
496
1%
-
-
Mexico
496
1%
-
-
Argentina
493
1%
-
-
Thailand
491
1%
-
-
Peru
481
1%
-
-
Taiwan
476
1%
-
-
South Korea
475
1%
-
-
United States
475
1%
-
-
Asia
475
1%
-
-
Japan
475
1%
-
-
World
475
1%
-
-
North America
475
1%
-
-
China
474
1%
-
-
Vietnam
474
1%
-
-
European Union
474
1%
-
-
Singapore
474
1%
-
-
Europe
473
1%
-
-
France
472
1%
-
-
Nepal
472
1%
-
-
Malaysia
472
1%
-
-
Oceania
471
1%
-
-
Canada
471
1%
-
-
Australia
470
1%
-
-
Cambodia
470
1%
-
-
Germany
470
1%
-
-
Sri Lanka
468
1%
-
-
United Arab Emirates
468
1%
-
-
Finland
467
1%
-
-
Fiji
467
1%
-
-
India
467
1%
-
-
Philippines
466
1%
-
-
Italy
466
1%
-
-
Russia
466
1%
-
-
United Kingdom
465
1%
-
-
Spain
465
1%
-
-
Sweden
464
1%
-
-
Denmark
464
1%
-
-
Slovenia
462
1%
-
-
Belgium
461
1%
-
-
Estonia
460
1%
-
-
Malta
459
1%
-
-
Morocco
459
1%
-
-
South Africa
459
1%
-
-
International
453
1%
-
-
Africa
452
1%
-
-
Egypt
449
1%
-
-
Guatemala
447
1%
-
-
Iran
447
1%
-
-
Israel
445
1%
-
-
Lebanon
444
1%
-
-
South America
443
1%
-
-
Chile
442
1%
-
-
Afghanistan
442
1%
-
-
Kuwait
442
1%
-
-
Iraq
442
1%
-
-
Oman
442
1%
-
-
Bahrain
442
1%
-
-
Luxembourg
441
1%
-
-
Latvia
441
1%
-
-
Switzerland
441
1%
-
-
Albania
59,498
68%
-
-
(Other)
date
MISSING:
---
218
0%
-
-
2021-04-09
218
0%
-
-
2021-04-08
217
0%
-
-
2021-04-14
217
0%
-
-
2021-03-31
217
0%
-
-
2021-03-30
217
0%
-
-
2021-04-02
217
0%
-
-
2021-04-11
217
0%
-
-
2021-03-29
217
0%
-
-
2021-04-04
217
0%
-
-
2021-04-07
217
0%
-
-
2021-04-10
217
0%
-
-
2021-04-05
217
0%
-
-
2021-04-03
217
0%
-
-
2021-04-06
217
0%
-
-
2021-04-01
216
0%
-
-
2021-04-12
216
0%
-
-
2021-04-13
216
0%
-
-
2021-04-20
216
0%
-
-
2021-04-17
216
0%
-
-
2021-04-15
216
0%
-
-
2021-04-18
216
0%
-
-
2021-04-16
216
0%
-
-
2021-04-19
215
0%
-
-
2021-02-28
215
0%
-
-
2021-02-23
215
0%
-
-
2021-03-07
215
0%
-
-
2021-03-27
215
0%
-
-
2021-02-26
215
0%
-
-
2021-02-25
215
0%
-
-
2021-03-12
215
0%
-
-
2021-03-09
215
0%
-
-
2021-02-27
215
0%
-
-
2021-03-10
215
0%
-
-
2021-03-26
215
0%
-
-
2021-02-22
215
0%
-
-
2021-03-18
215
0%
-
-
2021-03-17
215
0%
-
-
2021-03-08
215
0%
-
-
2021-03-05
215
0%
-
-
2021-03-11
215
0%
-
-
2021-03-16
215
0%
-
-
2021-03-19
215
0%
-
-
2021-03-23
215
0%
-
-
2021-03-22
215
0%
-
-
2021-03-13
215
0%
-
-
2021-03-21
215
0%
-
-
2021-03-01
215
0%
-
-
2021-03-24
215
0%
-
-
2021-03-25
215
0%
-
-
2021-03-03
215
0%
-
-
2021-03-04
215
0%
-
-
2021-03-14
215
0%
-
-
2021-03-06
215
0%
-
-
2021-03-28
215
0%
-
-
2021-03-02
215
0%
-
-
2021-04-21
215
0%
-
-
2021-03-20
215
0%
-
-
2021-03-15
215
0%
-
-
2021-02-24
214
0%
-
-
2021-02-13
74,387
85%
-
-
(Other)
total_cases
MISSING:
2,264
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_deaths
0.99
total_tests
0.96
new_cases_smoothed
0.90
new_cases
0.89
new_deaths_smoothed
0.88
new_deaths
0.85
new_tests_smoothed
0.83
new_vaccinations_smoothed
0.83
people_vaccinated
0.82
new_tests
0.81
new_vaccinations
0.80
people_fully_vaccinated
0.78
total_vaccinations
0.78
icu_patients
0.78

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.43
tests_units
0.08
MOST FREQUENT VALUES
1.0
1,054
1.2%
3.0
435
0.5%
2.0
416
0.5%
4.0
411
0.5%
721.0
411
0.5%
509.0
381
0.4%
18.0
371
0.4%
27.0
351
0.4%
19.0
313
0.4%
24.0
304
0.4%
12.0
296
0.3%
16.0
262
0.3%
15.0
231
0.3%
8.0
227
0.3%
17.0
223
0.3%
SMALLEST VALUES
1.0
1,054
1.2%
2.0
416
0.5%
3.0
435
0.5%
4.0
411
0.5%
5.0
164
0.2%
6.0
150
0.2%
7.0
189
0.2%
8.0
227
0.3%
9.0
125
0.1%
10.0
162
0.2%
11.0
221
0.3%
12.0
296
0.3%
13.0
96
0.1%
14.0
107
0.1%
15.0
231
0.3%
LARGEST VALUES
158951027.0
1
0.0%
158326318.0
1
0.0%
157688226.0
1
0.0%
156901680.0
1
0.0%
156070356.0
1
0.0%
155200532.0
1
0.0%
154359533.0
1
0.0%
153552097.0
1
0.0%
152870507.0
1
0.0%
152196159.0
1
0.0%
151399480.0
1
0.0%
150520466.0
1
0.0%
149622864.0
1
0.0%
148716872.0
1
0.0%
147872402.0
1
0.0%
new_cases
MISSING:
2,266
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_cases_smoothed
0.99
icu_patients
0.93
new_deaths
0.92
new_deaths_smoothed
0.92
weekly_hosp_admissions
0.91
hosp_patients
0.90
total_deaths
0.89
total_cases
0.89
new_tests
0.79
new_tests_smoothed
0.78
new_vaccinations_smoothed
0.77
new_vaccinations
0.75
people_vaccinated
0.74
total_vaccinations
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.47
tests_units
0.08
MOST FREQUENT VALUES
0.0
18,009
21.2%
1.0
2,427
2.9%
2.0
1,569
1.8%
3.0
1,237
1.5%
4.0
1,031
1.2%
5.0
916
1.1%
6.0
854
1.0%
7.0
743
0.9%
8.0
677
0.8%
9.0
601
0.7%
10.0
593
0.7%
11.0
571
0.7%
13.0
510
0.6%
12.0
489
0.6%
14.0
466
0.5%
SMALLEST VALUES
-74347.0
1
0.0%
-46076.0
1
0.0%
-17074.0
1
0.0%
-10034.0
1
0.0%
-7953.0
1
0.0%
-4787.0
1
0.0%
-3491.0
1
0.0%
-3226.0
1
0.0%
-2214.0
1
0.0%
-2001.0
1
0.0%
-1710.0
1
0.0%
-1583.0
1
0.0%
-1480.0
1
0.0%
-1455.0
1
0.0%
-1348.0
1
0.0%
LARGEST VALUES
905992.0
1
0.0%
903747.0
1
0.0%
899755.0
1
0.0%
897602.0
1
0.0%
889975.0
1
0.0%
880837.0
1
0.0%
879014.0
1
0.0%
869824.0
1
0.0%
854855.0
1
0.0%
854425.0
1
0.0%
844470.0
1
0.0%
840999.0
1
0.0%
839850.0
1
0.0%
831324.0
1
0.0%
820940.0
1
0.0%
new_cases_smoothed
MISSING:
3,267
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_cases
0.99
icu_patients
0.96
weekly_hosp_admissions
0.94
new_deaths_smoothed
0.94
hosp_patients
0.93
new_deaths
0.92
total_deaths
0.90
total_cases
0.90
new_tests_smoothed
0.80
new_tests
0.79
new_vaccinations_smoothed
0.77
new_vaccinations
0.74
people_vaccinated
0.74
weekly_icu_admissions
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.47
tests_units
0.08
MOST FREQUENT VALUES
0.0
5,574
6.6%
0.14300000000000002
1,559
1.9%
0.28600000000000003
1,055
1.3%
0.429
862
1.0%
0.7140000000000001
691
0.8%
0.5710000000000001
635
0.8%
0.857
531
0.6%
1.0
515
0.6%
1.143
481
0.6%
1.286
459
0.5%
1.429
375
0.4%
1.714
361
0.4%
1.571
355
0.4%
2.1430000000000002
333
0.4%
2.286
329
0.4%
SMALLEST VALUES
-6223.0
1
0.0%
-5648.714
3
0.0%
-5407.714
1
0.0%
-4903.286
1
0.0%
-4464.0
1
0.0%
-1121.714
1
0.0%
-838.7139999999999
1
0.0%
-697.429
1
0.0%
-599.0
1
0.0%
-525.0
1
0.0%
-507.42900000000003
1
0.0%
-470.14300000000003
1
0.0%
-450.57099999999997
1
0.0%
-349.0
1
0.0%
-338.85699999999997
1
0.0%
LARGEST VALUES
826374.286
1
0.0%
825720.571
1
0.0%
825413.0
1
0.0%
824854.571
1
0.0%
823432.429
1
0.0%
821879.714
1
0.0%
821108.429
1
0.0%
818413.8570000001
1
0.0%
816408.714
1
0.0%
811555.571
1
0.0%
811385.0
1
0.0%
809424.1429999999
1
0.0%
806094.429
1
0.0%
797567.8570000001
1
0.0%
796809.714
1
0.0%
total_deaths
MISSING:
12,006
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cases
0.99
new_deaths_smoothed
0.91
new_cases_smoothed
0.90
new_cases
0.89
total_tests
0.88
new_deaths
0.88
new_vaccinations_smoothed
0.80
people_vaccinated
0.80
new_tests_smoothed
0.80
icu_patients
0.79
new_tests
0.78
new_vaccinations
0.77
people_fully_vaccinated
0.76
hosp_patients
0.76

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.47
tests_units
0.09
MOST FREQUENT VALUES
1.0
2,101
2.8%
3.0
1,338
1.8%
2.0
1,320
1.8%
7.0
1,205
1.6%
10.0
1,034
1.4%
15.0
695
0.9%
6.0
615
0.8%
4.0
607
0.8%
9.0
579
0.8%
21.0
555
0.7%
11.0
476
0.6%
8.0
476
0.6%
5.0
458
0.6%
35.0
437
0.6%
29.0
372
0.5%
SMALLEST VALUES
1.0
2,101
2.8%
2.0
1,320
1.8%
3.0
1,338
1.8%
4.0
607
0.8%
5.0
458
0.6%
6.0
615
0.8%
7.0
1,205
1.6%
8.0
476
0.6%
9.0
579
0.8%
10.0
1,034
1.4%
11.0
476
0.6%
12.0
371
0.5%
13.0
262
0.3%
14.0
239
0.3%
15.0
695
0.9%
LARGEST VALUES
3303696.0
1
0.0%
3292851.0
1
0.0%
3283031.0
1
0.0%
3269856.0
1
0.0%
3256121.0
1
0.0%
3241882.0
1
0.0%
3227682.0
1
0.0%
3213782.0
1
0.0%
3202704.0
1
0.0%
3192763.0
1
0.0%
3180204.0
1
0.0%
3165938.0
1
0.0%
3150943.0
1
0.0%
3135219.0
1
0.0%
3120729.0
1
0.0%
new_deaths
MISSING:
11,848
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_deaths_smoothed
0.97
new_cases
0.92
new_cases_smoothed
0.92
hosp_patients
0.91
icu_patients
0.90
weekly_hosp_admissions
0.89
total_deaths
0.88
total_cases
0.85
new_tests
0.71
population
0.70
new_tests_smoothed
0.68
new_vaccinations_smoothed
0.67
new_vaccinations
0.66
people_vaccinated
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.51
tests_units
0.10
MOST FREQUENT VALUES
0.0
30,239
40.1%
1.0
6,180
8.2%
2.0
3,656
4.8%
3.0
2,656
3.5%
4.0
2,206
2.9%
5.0
1,792
2.4%
6.0
1,449
1.9%
7.0
1,190
1.6%
8.0
1,150
1.5%
9.0
974
1.3%
10.0
873
1.2%
11.0
747
1.0%
12.0
683
0.9%
13.0
590
0.8%
14.0
545
0.7%
SMALLEST VALUES
-1918.0
1
0.0%
-1583.0
1
0.0%
-1354.0
1
0.0%
-443.0
1
0.0%
-232.0
1
0.0%
-217.0
1
0.0%
-117.0
1
0.0%
-106.0
1
0.0%
-80.0
1
0.0%
-34.0
1
0.0%
-31.0
4
0.0%
-24.0
1
0.0%
-21.0
2
0.0%
-18.0
1
0.0%
-16.0
1
0.0%
LARGEST VALUES
17906.0
1
0.0%
17308.0
1
0.0%
17104.0
1
0.0%
17051.0
1
0.0%
16789.0
1
0.0%
16707.0
1
0.0%
16679.0
1
0.0%
16583.0
1
0.0%
16571.0
1
0.0%
16019.0
1
0.0%
15728.0
1
0.0%
15724.0
1
0.0%
15537.0
1
0.0%
15371.0
1
0.0%
15335.0
1
0.0%
new_deaths_smoothed
MISSING:
3,267
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_deaths
0.97
hosp_patients
0.95
icu_patients
0.94
new_cases_smoothed
0.94
new_cases
0.92
total_deaths
0.91
weekly_hosp_admissions
0.90
total_cases
0.88
new_tests_smoothed
0.72
new_tests
0.72
population
0.72
new_vaccinations_smoothed
0.69
weekly_icu_admissions
0.67
new_vaccinations
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.52
tests_units
0.10
MOST FREQUENT VALUES
0.0
22,970
27.3%
0.14300000000000002
5,951
7.1%
0.28600000000000003
3,595
4.3%
0.429
2,446
2.9%
0.5710000000000001
1,875
2.2%
0.7140000000000001
1,515
1.8%
0.857
1,176
1.4%
1.0
1,081
1.3%
1.143
940
1.1%
1.429
822
1.0%
1.286
818
1.0%
1.571
715
0.9%
1.714
622
0.7%
1.857
598
0.7%
2.0
559
0.7%
SMALLEST VALUES
-232.143
1
0.0%
-221.857
1
0.0%
-215.28599999999997
1
0.0%
-125.0
1
0.0%
-117.286
1
0.0%
-110.14299999999999
1
0.0%
-94.429
1
0.0%
-63.0
3
0.0%
-62.714
2
0.0%
-62.571000000000005
1
0.0%
-62.286
1
0.0%
-14.429
1
0.0%
-14.142999999999999
2
0.0%
-14.0
1
0.0%
-13.857000000000001
1
0.0%
LARGEST VALUES
14435.857
1
0.0%
14332.286
1
0.0%
14298.0
1
0.0%
14260.571000000002
1
0.0%
14186.571000000002
1
0.0%
14144.857
1
0.0%
14140.714
1
0.0%
14097.286
1
0.0%
14090.714
1
0.0%
14046.857
1
0.0%
13968.428999999998
1
0.0%
13960.857
1
0.0%
13789.714
1
0.0%
13758.286
1
0.0%
13744.571000000002
1
0.0%
total_cases_per_million
MISSING:
2,723
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_deaths_per_million
0.85
new_cases_smoothed_per_million
0.68
icu_patients_per_million
0.61
total_tests_per_thousand
0.60
weekly_icu_admissions_per_million
0.58
new_deaths_smoothed_per_million
0.56
new_cases_per_million
0.54
hosp_patients_per_million
0.51
total_vaccinations_per_hundred
0.42
people_fully_vaccinated_per_hundred
0.42
new_tests_smoothed_per_thousand
0.42
new_deaths_per_million
0.42
people_vaccinated_per_hundred
0.41
weekly_icu_admissions
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.38
tests_units
0.26
MOST FREQUENT VALUES
8.521
368
0.4%
33374.536
206
0.2%
67.574
175
0.2%
14833.127
159
0.2%
1395.3129999999999
121
0.1%
3.2560000000000002
118
0.1%
8.693999999999999
110
0.1%
2.611
105
0.1%
18.203
102
0.1%
322.298
92
0.1%
15.12
85
0.1%
111.85700000000001
82
0.1%
10.08
81
0.1%
250.03099999999998
81
0.1%
0.034
79
0.1%
SMALLEST VALUES
0.001
18
0.0%
0.002
32
0.0%
0.003
6
0.0%
0.004
5
0.0%
0.005
17
0.0%
0.006
3
0.0%
0.006999999999999999
9
0.0%
0.008
2
0.0%
0.009000000000000001
15
0.0%
0.01
26
0.0%
0.011000000000000001
3
0.0%
0.012
4
0.0%
0.013000000000000001
2
0.0%
0.013999999999999999
33
0.0%
0.015
6
0.0%
LARGEST VALUES
173804.43899999998
1
0.0%
173726.78399999999
1
0.0%
173506.762
1
0.0%
173299.68300000002
1
0.0%
172950.236
1
0.0%
172652.55899999998
1
0.0%
172341.94
1
0.0%
172070.14800000002
1
0.0%
171901.896
1
0.0%
171254.77300000002
2
0.0%
170814.729
1
0.0%
170167.605
1
0.0%
169818.158
1
0.0%
169326.34399999998
1
0.0%
169028.668
1
0.0%
new_cases_per_million
MISSING:
2,725
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_cases_smoothed_per_million
0.81
hosp_patients_per_million
0.58
icu_patients_per_million
0.56
total_cases_per_million
0.54
new_deaths_smoothed_per_million
0.53
new_deaths_per_million
0.51
weekly_icu_admissions_per_million
0.49
total_deaths_per_million
0.44
weekly_hosp_admissions_per_million
0.42
weekly_icu_admissions
0.35
total_tests_per_thousand
0.35
positive_rate
0.34
new_tests_smoothed_per_thousand
0.32
female_smokers
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.30
tests_units
0.20
MOST FREQUENT VALUES
0.0
17,567
20.8%
0.207
98
0.1%
0.042
95
0.1%
0.084
88
0.1%
0.01
87
0.1%
3.48
68
0.1%
0.415
68
0.1%
0.040999999999999995
67
0.1%
0.168
67
0.1%
0.305
65
0.1%
1.296
63
0.1%
0.013999999999999999
61
0.1%
0.06
60
0.1%
4.563
58
0.1%
0.034
54
0.1%
SMALLEST VALUES
-2153.437
1
0.0%
-1590.1470000000002
1
0.0%
-676.12
1
0.0%
-559.844
1
0.0%
-450.772
1
0.0%
-345.464
1
0.0%
-305.779
1
0.0%
-265.189
1
0.0%
-250.544
1
0.0%
-214.609
1
0.0%
-206.74200000000002
1
0.0%
-95.12200000000001
1
0.0%
-89.72399999999999
1
0.0%
-83.88600000000001
1
0.0%
-70.515
1
0.0%
LARGEST VALUES
18293.675
1
0.0%
8652.658000000001
2
0.0%
5084.401
1
0.0%
3869.7990000000004
1
0.0%
3714.489
1
0.0%
3708.282
1
0.0%
3475.672
1
0.0%
3365.042
1
0.0%
3216.5690000000004
1
0.0%
3205.083
1
0.0%
3193.0040000000004
1
0.0%
3183.848
1
0.0%
3142.2929999999997
1
0.0%
2937.941
1
0.0%
2622.429
1
0.0%
new_cases_smoothed_per_million
MISSING:
3,721
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_cases_per_million
0.81
hosp_patients_per_million
0.70
icu_patients_per_million
0.69
new_deaths_smoothed_per_million
0.69
total_cases_per_million
0.68
weekly_icu_admissions_per_million
0.65
total_deaths_per_million
0.55
new_deaths_per_million
0.55
weekly_hosp_admissions_per_million
0.53
weekly_icu_admissions
0.40
total_tests_per_thousand
0.39
positive_rate
0.38
female_smokers
0.37
new_tests_smoothed_per_thousand
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.38
tests_units
0.25
MOST FREQUENT VALUES
0.0
5,194
6.2%
0.024
115
0.1%
0.327
111
0.1%
0.059000000000000004
98
0.1%
0.009000000000000001
92
0.1%
0.10800000000000001
91
0.1%
0.026000000000000002
88
0.1%
0.018000000000000002
88
0.1%
0.017
87
0.1%
0.043
87
0.1%
0.006
85
0.1%
0.159
84
0.1%
0.016
84
0.1%
0.001
81
0.1%
0.013999999999999999
80
0.1%
SMALLEST VALUES
-276.825
1
0.0%
-269.978
1
0.0%
-266.783
1
0.0%
-262.447
1
0.0%
-259.481
1
0.0%
-256.514
1
0.0%
-254.916
1
0.0%
-133.099
1
0.0%
-120.816
3
0.0%
-115.661
1
0.0%
-104.87200000000001
1
0.0%
-95.477
1
0.0%
-54.722
3
0.0%
-43.683
1
0.0%
-40.043
1
0.0%
LARGEST VALUES
2648.7729999999997
2
0.0%
2613.382
1
0.0%
2472.188
2
0.0%
1536.03
1
0.0%
1526.243
1
0.0%
1505.362
1
0.0%
1503.517
1
0.0%
1480.287
2
0.0%
1478.996
1
0.0%
1455.1029999999998
2
0.0%
1416.921
1
0.0%
1412.6789999999999
3
0.0%
1400.724
1
0.0%
1397.787
1
0.0%
1339.925
1
0.0%
total_deaths_per_million
MISSING:
12,452
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cases_per_million
0.85
new_deaths_smoothed_per_million
0.63
icu_patients_per_million
0.59
hosp_patients_per_million
0.58
new_cases_smoothed_per_million
0.55
weekly_icu_admissions_per_million
0.48
new_deaths_per_million
0.47
new_cases_per_million
0.44
weekly_icu_admissions
0.42
female_smokers
0.40
aged_70_older
0.39
aged_65_older
0.39
median_age
0.37
human_development_index
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.45
tests_units
0.28
MOST FREQUENT VALUES
0.35200000000000004
416
0.6%
7.8629999999999995
339
0.5%
6.857
330
0.4%
0.294
269
0.4%
24.359
267
0.4%
0.084
266
0.4%
2.231
254
0.3%
0.36
250
0.3%
30.635
212
0.3%
26.221
209
0.3%
8.05
189
0.3%
1237.5510000000002
179
0.2%
29.304000000000002
179
0.2%
5.184
154
0.2%
9.436
150
0.2%
SMALLEST VALUES
0.001
16
0.0%
0.002
17
0.0%
0.003
6
0.0%
0.004
8
0.0%
0.005
13
0.0%
0.006
6
0.0%
0.006999999999999999
11
0.0%
0.008
7
0.0%
0.009000000000000001
43
0.1%
0.01
10
0.0%
0.011000000000000001
5
0.0%
0.012
10
0.0%
0.013000000000000001
2
0.0%
0.013999999999999999
29
0.0%
0.015
15
0.0%
LARGEST VALUES
2970.1820000000002
1
0.0%
2960.762
1
0.0%
2950.618
1
0.0%
2940.163
1
0.0%
2929.19
1
0.0%
2916.3540000000003
1
0.0%
2903.1040000000003
1
0.0%
2888.922
1
0.0%
2877.95
1
0.0%
2867.494
1
0.0%
2850.828
1
0.0%
2831.988
1
0.0%
2812.735
1
0.0%
2793.2740000000003
1
0.0%
2774.4
1
0.0%
new_deaths_per_million
MISSING:
12,294
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hosp_patients_per_million
0.81
new_deaths_smoothed_per_million
0.77
icu_patients_per_million
0.75
weekly_icu_admissions_per_million
0.62
new_cases_smoothed_per_million
0.55
new_cases_per_million
0.51
weekly_hosp_admissions_per_million
0.51
total_deaths_per_million
0.47
total_cases_per_million
0.42
positive_rate
0.36
weekly_icu_admissions
0.35
female_smokers
0.32
aged_65_older
0.30
aged_70_older
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.31
tests_units
0.19
MOST FREQUENT VALUES
0.0
29,807
39.7%
0.061
179
0.2%
0.34700000000000003
173
0.2%
0.588
171
0.2%
0.03
167
0.2%
0.20199999999999999
149
0.2%
0.196
142
0.2%
0.076
141
0.2%
0.032
141
0.2%
0.06
135
0.2%
0.001
135
0.2%
0.091
134
0.2%
0.08800000000000001
133
0.2%
0.039
133
0.2%
0.099
132
0.2%
SMALLEST VALUES
-76.445
1
0.0%
-67.90100000000001
1
0.0%
-41.023
1
0.0%
-22.971999999999998
1
0.0%
-12.248
1
0.0%
-10.095
1
0.0%
-7.992000000000001
1
0.0%
-5.617999999999999
1
0.0%
-4.53
1
0.0%
-4.523
1
0.0%
-3.5580000000000003
1
0.0%
-3.353
1
0.0%
-3.195
1
0.0%
-3.1839999999999997
1
0.0%
-2.773
1
0.0%
LARGEST VALUES
218.329
1
0.0%
176.793
1
0.0%
141.865
1
0.0%
125.65299999999999
1
0.0%
117.88799999999999
1
0.0%
117.86200000000001
2
0.0%
111.431
1
0.0%
104.885
3
0.0%
88.396
3
0.0%
78.664
2
0.0%
77.655
1
0.0%
76.445
2
0.0%
74.14399999999999
1
0.0%
63.093999999999994
1
0.0%
58.931000000000004
12
0.0%
new_deaths_smoothed_per_million
MISSING:
3,721
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hosp_patients_per_million
0.89
icu_patients_per_million
0.85
new_deaths_per_million
0.77
new_cases_smoothed_per_million
0.69
weekly_icu_admissions_per_million
0.67
total_deaths_per_million
0.63
total_cases_per_million
0.56
weekly_hosp_admissions_per_million
0.54
new_cases_per_million
0.53
weekly_icu_admissions
0.45
positive_rate
0.42
female_smokers
0.38
aged_65_older
0.36
aged_70_older
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.39
tests_units
0.24
MOST FREQUENT VALUES
0.0
22,752
27.2%
0.022000000000000002
515
0.6%
0.026000000000000002
447
0.5%
0.013000000000000001
414
0.5%
0.011000000000000001
386
0.5%
0.006999999999999999
369
0.4%
0.009000000000000001
352
0.4%
0.005
325
0.4%
0.006
319
0.4%
0.017
298
0.4%
0.052000000000000005
296
0.4%
0.018000000000000002
278
0.3%
0.013999999999999999
268
0.3%
0.003
266
0.3%
0.03
264
0.3%
SMALLEST VALUES
-10.921
7
0.0%
-9.656
3
0.0%
-9.613
2
0.0%
-9.591000000000001
1
0.0%
-9.547
1
0.0%
-4.965
1
0.0%
-4.745
1
0.0%
-4.605
1
0.0%
-2.674
1
0.0%
-2.509
1
0.0%
-2.356
1
0.0%
-2.02
1
0.0%
-1.245
1
0.0%
-1.22
2
0.0%
-1.208
1
0.0%
LARGEST VALUES
63.14
2
0.0%
58.931000000000004
1
0.0%
54.722
1
0.0%
42.093999999999994
4
0.0%
37.884
4
0.0%
37.459
3
0.0%
33.838
1
0.0%
33.713
8
0.0%
33.7
1
0.0%
33.675
3
0.0%
33.522
1
0.0%
33.205999999999996
1
0.0%
33.052
1
0.0%
32.842
1
0.0%
32.55
1
0.0%
reproduction_rate
MISSING:
16,564
(19%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
people_fully_vaccinated_per_hundred
-0.24
icu_patients_per_million
-0.24
hosp_patients_per_million
-0.17
extreme_poverty
-0.16
total_vaccinations_per_hundred
-0.15
stringency_index
0.15
human_development_index
0.15
median_age
0.14
aged_65_older
0.14
aged_70_older
0.14
people_vaccinated_per_hundred
-0.14
life_expectancy
0.14
handwashing_facilities
0.13
tests_per_case
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.38
tests_units
0.37
MOST FREQUENT VALUES
0.99
1,306
1.8%
1.02
1,298
1.8%
0.97
1,279
1.8%
0.98
1,269
1.8%
1.0
1,232
1.7%
1.03
1,215
1.7%
1.06
1,211
1.7%
1.04
1,203
1.7%
1.01
1,200
1.7%
1.09
1,197
1.7%
1.08
1,188
1.7%
1.07
1,180
1.7%
0.96
1,176
1.7%
1.05
1,164
1.6%
0.94
1,127
1.6%
SMALLEST VALUES
-0.01
3
0.0%
0.0
664
0.9%
0.01
112
0.2%
0.02
65
0.1%
0.03
65
0.1%
0.04
41
0.1%
0.05
44
0.1%
0.06
38
0.1%
0.07
40
0.1%
0.08
34
0.0%
0.09
113
0.2%
0.1
81
0.1%
0.11
32
0.0%
0.12
63
0.1%
0.13
65
0.1%
LARGEST VALUES
5.76
1
0.0%
5.5
1
0.0%
5.17
1
0.0%
5.15
1
0.0%
4.84
1
0.0%
4.78
1
0.0%
4.68
1
0.0%
4.61
1
0.0%
4.6
1
0.0%
4.47
1
0.0%
4.4
1
0.0%
4.07
1
0.0%
4.04
1
0.0%
4.02
1
0.0%
4.0
1
0.0%
icu_patients
MISSING:
78,481
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hosp_patients
0.96
new_cases_smoothed
0.96
new_deaths_smoothed
0.94
weekly_hosp_admissions
0.93
new_cases
0.93
new_deaths
0.90
new_tests_smoothed
0.87
population
0.86
new_tests
0.84
weekly_icu_admissions
0.83
total_deaths
0.79
total_tests
0.78
total_cases
0.78
new_vaccinations
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.15
tests_units
0.12
MOST FREQUENT VALUES
0.0
275
3.1%
1.0
184
2.1%
2.0
161
1.8%
3.0
119
1.3%
4.0
94
1.1%
6.0
79
0.9%
15.0
73
0.8%
5.0
71
0.8%
11.0
68
0.8%
41.0
64
0.7%
17.0
63
0.7%
31.0
60
0.7%
9.0
60
0.7%
16.0
60
0.7%
30.0
59
0.7%
SMALLEST VALUES
0.0
275
3.1%
1.0
184
2.1%
2.0
161
1.8%
3.0
119
1.3%
4.0
94
1.1%
5.0
71
0.8%
6.0
79
0.9%
7.0
45
0.5%
8.0
38
0.4%
9.0
60
0.7%
10.0
57
0.6%
11.0
68
0.8%
12.0
49
0.6%
13.0
51
0.6%
14.0
52
0.6%
LARGEST VALUES
30022.0
1
0.0%
28889.0
1
0.0%
28738.0
1
0.0%
28732.0
1
0.0%
28607.0
1
0.0%
28526.0
1
0.0%
28525.0
1
0.0%
28491.0
1
0.0%
28369.0
1
0.0%
28366.0
1
0.0%
28264.0
1
0.0%
28188.0
1
0.0%
28117.0
1
0.0%
28005.0
1
0.0%
27887.0
1
0.0%
icu_patients_per_million
MISSING:
78,481
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hosp_patients_per_million
0.86
new_deaths_smoothed_per_million
0.85
weekly_icu_admissions_per_million
0.80
new_deaths_per_million
0.75
weekly_icu_admissions
0.70
new_cases_smoothed_per_million
0.69
positive_rate
0.67
total_cases_per_million
0.61
total_deaths_per_million
0.59
weekly_hosp_admissions_per_million
0.59
new_cases_per_million
0.56
stringency_index
0.43
hosp_patients
0.38
weekly_hosp_admissions
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.35
tests_units
0.26
MOST FREQUENT VALUES
0.0
275
3.1%
0.754
56
0.6%
1.508
42
0.5%
2.283
39
0.4%
1.1420000000000001
34
0.4%
1.598
33
0.4%
3.195
30
0.3%
1.443
28
0.3%
4.793
28
0.3%
0.518
23
0.3%
0.48100000000000004
22
0.2%
3.425
22
0.2%
3.015
21
0.2%
1.215
21
0.2%
6.39
21
0.2%
SMALLEST VALUES
0.0
275
3.1%
0.015
10
0.1%
0.026000000000000002
1
0.0%
0.03
1
0.0%
0.053
3
0.0%
0.099
1
0.0%
0.133
2
0.0%
0.159
1
0.0%
0.17300000000000001
9
0.1%
0.18
18
0.2%
0.187
1
0.0%
0.198
1
0.0%
0.222
1
0.0%
0.297
2
0.0%
0.312
1
0.0%
LARGEST VALUES
192.735
1
0.0%
191.615
1
0.0%
190.308
1
0.0%
189.28
1
0.0%
188.253
1
0.0%
186.479
1
0.0%
186.012
1
0.0%
185.825
1
0.0%
185.265
1
0.0%
184.705
1
0.0%
184.144
1
0.0%
183.49099999999999
1
0.0%
183.11700000000002
1
0.0%
180.22299999999998
1
0.0%
178.355
1
0.0%
hosp_patients
MISSING:
76,312
(87%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
icu_patients
0.96
weekly_hosp_admissions
0.95
new_deaths_smoothed
0.95
new_cases_smoothed
0.93
new_deaths
0.91
new_cases
0.90
new_tests_smoothed
0.82
population
0.81
new_tests
0.79
weekly_icu_admissions
0.77
total_deaths
0.76
total_tests
0.73
total_cases
0.73
new_vaccinations
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.17
tests_units
0.14
MOST FREQUENT VALUES
0.0
158
1.4%
1.0
84
0.8%
4.0
84
0.8%
7.0
82
0.7%
6.0
75
0.7%
3.0
64
0.6%
2.0
63
0.6%
5.0
62
0.6%
9.0
55
0.5%
18.0
52
0.5%
8.0
50
0.5%
16.0
46
0.4%
10.0
46
0.4%
19.0
45
0.4%
11.0
43
0.4%
SMALLEST VALUES
0.0
158
1.4%
1.0
84
0.8%
2.0
63
0.6%
3.0
64
0.6%
4.0
84
0.8%
5.0
62
0.6%
6.0
75
0.7%
7.0
82
0.7%
8.0
50
0.5%
9.0
55
0.5%
10.0
46
0.4%
11.0
43
0.4%
12.0
43
0.4%
13.0
29
0.3%
14.0
30
0.3%
LARGEST VALUES
133214.0
1
0.0%
129769.0
1
0.0%
128826.0
1
0.0%
128782.0
1
0.0%
127854.0
1
0.0%
127585.0
1
0.0%
127396.0
1
0.0%
127030.0
1
0.0%
126529.0
1
0.0%
126481.0
1
0.0%
126384.0
1
0.0%
125568.0
1
0.0%
123884.0
1
0.0%
123743.0
1
0.0%
123314.0
1
0.0%
hosp_patients_per_million
MISSING:
76,312
(87%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_deaths_smoothed_per_million
0.89
icu_patients_per_million
0.86
new_deaths_per_million
0.81
weekly_hosp_admissions_per_million
0.76
positive_rate
0.72
new_cases_smoothed_per_million
0.70
weekly_icu_admissions_per_million
0.70
new_cases_per_million
0.58
total_deaths_per_million
0.58
weekly_icu_admissions
0.54
total_cases_per_million
0.51
human_development_index
-0.37
hospital_beds_per_thousand
0.35
cardiovasc_death_rate
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.37
tests_units
0.25
MOST FREQUENT VALUES
0.0
158
1.4%
2.93
41
0.4%
5.861000000000001
23
0.2%
4.567
23
0.2%
1.59
21
0.2%
3.015
19
0.2%
7.992000000000001
17
0.2%
3.7110000000000003
17
0.2%
0.754
16
0.1%
2.886
15
0.1%
2.121
15
0.1%
5.707999999999999
14
0.1%
6.85
14
0.1%
2.6510000000000002
13
0.1%
6.785
13
0.1%
SMALLEST VALUES
0.0
158
1.4%
0.015
2
0.0%
0.03
1
0.0%
0.057999999999999996
1
0.0%
0.059000000000000004
2
0.0%
0.08900000000000001
5
0.0%
0.099
4
0.0%
0.10400000000000001
1
0.0%
0.106
1
0.0%
0.11800000000000001
1
0.0%
0.132
3
0.0%
0.163
7
0.1%
0.183
5
0.0%
0.185
1
0.0%
0.187
1
0.0%
LARGEST VALUES
1532.5729999999999
1
0.0%
1514.152
1
0.0%
1500.911
1
0.0%
1497.3129999999999
1
0.0%
1497.026
1
0.0%
1494.1470000000002
2
0.0%
1491.701
1
0.0%
1490.261
1
0.0%
1478.172
1
0.0%
1461.046
1
0.0%
1452.555
1
0.0%
1434.8529999999998
1
0.0%
1416.0
1
0.0%
1411.971
1
0.0%
1410.244
1
0.0%
weekly_icu_admissions
MISSING:
86,524
(99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weekly_hosp_admissions
0.93
icu_patients
0.83
new_tests_smoothed
0.78
hosp_patients
0.77
new_cases_smoothed
0.73
icu_patients_per_million
0.70
new_deaths_smoothed
0.67
weekly_icu_admissions_per_million
0.65
new_deaths
0.63
weekly_hosp_admissions_per_million
0.63
total_cases
0.63
new_cases
0.61
new_tests
0.61
total_tests
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.07
tests_units
0.04
MOST FREQUENT VALUES
0.0
13
1.6%
1.01
11
1.4%
0.986
10
1.2%
3.432
9
1.1%
0.998
8
1.0%
0.995
6
0.7%
1.945
4
0.5%
2.02
4
0.5%
1.973
4
0.5%
1.989
4
0.5%
0.992
4
0.5%
3.968
4
0.5%
3.9930000000000003
4
0.5%
0.9890000000000001
4
0.5%
2.9760000000000004
4
0.5%
SMALLEST VALUES
0.0
13
1.6%
0.858
3
0.4%
0.986
10
1.2%
0.9890000000000001
4
0.5%
0.992
4
0.5%
0.995
6
0.7%
0.998
8
1.0%
1.01
11
1.4%
1.945
4
0.5%
1.969
1
0.1%
1.973
4
0.5%
1.9769999999999999
2
0.2%
1.984
3
0.4%
1.989
4
0.5%
1.996
2
0.2%
LARGEST VALUES
4002.4559999999997
1
0.1%
3758.5759999999996
1
0.1%
3127.295
1
0.1%
3065.071
1
0.1%
2990.2
1
0.1%
2972.737
1
0.1%
2961.16
1
0.1%
2936.607
1
0.1%
2894.454
1
0.1%
2799.933
1
0.1%
2793.4759999999997
1
0.1%
2787.9159999999997
1
0.1%
2783.598
1
0.1%
2703.7659999999996
1
0.1%
2635.5190000000002
1
0.1%
weekly_icu_admissions_per_million
MISSING:
86,524
(99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weekly_hosp_admissions_per_million
0.93
icu_patients_per_million
0.80
hosp_patients_per_million
0.70
new_deaths_smoothed_per_million
0.67
weekly_icu_admissions
0.65
new_cases_smoothed_per_million
0.65
new_deaths_per_million
0.62
total_cases_per_million
0.58
weekly_hosp_admissions
0.52
new_cases_per_million
0.49
total_deaths_per_million
0.48
positive_rate
0.42
new_tests
0.40
total_tests
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.07
tests_units
0.05
MOST FREQUENT VALUES
0.0
13
1.6%
0.18600000000000003
11
1.4%
1.126
10
1.2%
7.774
9
1.1%
0.373
8
1.0%
0.752
8
1.0%
0.201
6
0.7%
6.02
4
0.5%
2.608
4
0.5%
0.5589999999999999
4
0.5%
0.775
4
0.5%
0.47700000000000004
4
0.5%
2.252
4
0.5%
0.524
4
0.5%
0.40299999999999997
4
0.5%
SMALLEST VALUES
0.0
13
1.6%
0.063
1
0.1%
0.115
1
0.1%
0.14800000000000002
1
0.1%
0.16899999999999998
1
0.1%
0.172
1
0.1%
0.18600000000000003
11
1.4%
0.187
4
0.5%
0.201
6
0.7%
0.254
1
0.1%
0.28
3
0.4%
0.287
2
0.2%
0.29
1
0.1%
0.29600000000000004
1
0.1%
0.345
2
0.2%
LARGEST VALUES
279.224
1
0.1%
276.512
1
0.1%
261.457
1
0.1%
260.334
1
0.1%
227.699
1
0.1%
226.483
1
0.1%
197.77599999999998
1
0.1%
194.222
1
0.1%
188.237
1
0.1%
187.115
1
0.1%
182.253
1
0.1%
179.915
1
0.1%
174.585
1
0.1%
173.27599999999998
1
0.1%
173.18200000000002
1
0.1%
weekly_hosp_admissions
MISSING:
85,931
(98%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hosp_patients
0.95
new_cases_smoothed
0.94
icu_patients
0.93
weekly_icu_admissions
0.93
new_cases
0.91
new_deaths_smoothed
0.90
new_deaths
0.89
new_tests_smoothed
0.83
population
0.78
total_tests
0.76
new_vaccinations
0.76
total_deaths
0.74
total_cases
0.74
new_tests
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.05
tests_units
0.05
MOST FREQUENT VALUES
0.0
19
1.4%
0.986
11
0.8%
0.937
11
0.8%
0.858
6
0.4%
1.996
4
0.3%
3.432
4
0.3%
3.7489999999999997
4
0.3%
5.917999999999999
4
0.3%
5.968
4
0.3%
0.9890000000000001
4
0.3%
12.12
3
0.2%
2.966
3
0.2%
3.945
3
0.2%
91.91
3
0.2%
21.885
3
0.2%
SMALLEST VALUES
0.0
19
1.4%
0.858
6
0.4%
0.937
11
0.8%
0.9740000000000001
2
0.1%
0.986
11
0.8%
0.9890000000000001
4
0.3%
0.992
3
0.2%
0.995
1
0.1%
0.998
2
0.1%
1.012
1
0.1%
1.716
1
0.1%
1.874
1
0.1%
1.949
1
0.1%
1.973
3
0.2%
1.9769999999999999
3
0.2%
LARGEST VALUES
116938.0
1
0.1%
112976.0
1
0.1%
109547.0
1
0.1%
107116.0
1
0.1%
105962.0
1
0.1%
102438.0
1
0.1%
95602.0
1
0.1%
95573.0
1
0.1%
87431.0
1
0.1%
82573.0
1
0.1%
80644.0
1
0.1%
71698.0
1
0.1%
70029.0
1
0.1%
57444.0
1
0.1%
56894.0
1
0.1%
weekly_hosp_admissions_per_million
MISSING:
85,931
(98%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weekly_icu_admissions_per_million
0.93
hosp_patients_per_million
0.76
weekly_icu_admissions
0.63
icu_patients_per_million
0.59
positive_rate
0.55
new_deaths_smoothed_per_million
0.54
new_cases_smoothed_per_million
0.53
new_deaths_per_million
0.51
extreme_poverty
0.49
new_cases_per_million
0.42
weekly_hosp_admissions
0.38
total_cases_per_million
0.35
cardiovasc_death_rate
0.29
total_deaths_per_million
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.09
tests_units
0.06
MOST FREQUENT VALUES
0.0
19
1.4%
1.126
11
0.8%
2.7460000000000004
11
0.8%
1.943
7
0.5%
7.774
4
0.3%
1.505
4
0.3%
6.757000000000001
4
0.3%
10.985
4
0.3%
1.209
4
0.3%
0.524
4
0.3%
3.145
3
0.2%
3.778
3
0.2%
4.504
3
0.2%
2.097
3
0.2%
2.505
3
0.2%
SMALLEST VALUES
0.0
19
1.4%
0.155
1
0.1%
0.172
1
0.1%
0.24600000000000002
1
0.1%
0.287
1
0.1%
0.313
1
0.1%
0.358
2
0.1%
0.373
3
0.2%
0.38
1
0.1%
0.445
1
0.1%
0.47700000000000004
3
0.2%
0.517
1
0.1%
0.524
4
0.3%
0.5589999999999999
1
0.1%
0.621
1
0.1%
LARGEST VALUES
2656.9109999999996
1
0.1%
2655.8759999999997
1
0.1%
2435.221
1
0.1%
2414.268
1
0.1%
1898.717
1
0.1%
1739.422
1
0.1%
1366.4560000000001
1
0.1%
1355.254
1
0.1%
1324.8629999999998
1
0.1%
1271.8419999999999
1
0.1%
1222.8419999999999
1
0.1%
1199.558
1
0.1%
1193.191
1
0.1%
1133.4460000000001
1
0.1%
1127.835
1
0.1%
new_tests
MISSING:
47,381
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_tests_smoothed
0.97
total_tests
0.86
icu_patients
0.84
total_cases
0.81
new_cases_smoothed
0.79
hosp_patients
0.79
new_cases
0.79
total_deaths
0.78
new_vaccinations_smoothed
0.74
new_vaccinations
0.72
new_deaths_smoothed
0.72
weekly_hosp_admissions
0.72
new_deaths
0.71
people_vaccinated
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.18
continent
0.14
MOST FREQUENT VALUES
1.0
66
0.2%
2.0
53
0.1%
4.0
39
0.1%
5.0
38
0.1%
3.0
32
0.1%
10.0
29
0.1%
24.0
26
0.1%
7.0
25
0.1%
29.0
24
0.1%
12.0
24
0.1%
18.0
24
0.1%
6.0
23
0.1%
25.0
22
0.1%
33.0
21
0.1%
8.0
21
0.1%
SMALLEST VALUES
-239172.0
1
0.0%
-75493.0
1
0.0%
-47510.0
1
0.0%
-45335.0
1
0.0%
-6304.0
1
0.0%
-3743.0
1
0.0%
-1884.0
1
0.0%
-1377.0
1
0.0%
-357.0
1
0.0%
-87.0
1
0.0%
-56.0
1
0.0%
-35.0
1
0.0%
-1.0
1
0.0%
1.0
66
0.2%
2.0
53
0.1%
LARGEST VALUES
2945871.0
1
0.0%
2310605.0
1
0.0%
2260303.0
1
0.0%
2243654.0
1
0.0%
2212348.0
1
0.0%
2181967.0
1
0.0%
2170218.0
1
0.0%
2142919.0
1
0.0%
2140766.0
1
0.0%
2136345.0
1
0.0%
2115282.0
1
0.0%
2114903.0
1
0.0%
2109058.0
1
0.0%
2093536.0
1
0.0%
2090012.0
1
0.0%
total_tests
MISSING:
47,684
(55%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cases
0.96
new_tests_smoothed
0.89
total_deaths
0.88
new_vaccinations_smoothed
0.87
new_vaccinations
0.86
new_tests
0.86
people_vaccinated
0.84
total_vaccinations
0.83
people_fully_vaccinated
0.79
icu_patients
0.78
weekly_hosp_admissions
0.76
hosp_patients
0.73
new_cases_smoothed
0.70
new_cases
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.15
continent
0.12
MOST FREQUENT VALUES
2.0
11
0.0%
1.0
10
0.0%
4.0
9
0.0%
8.0
8
0.0%
9.0
7
0.0%
16.0
7
0.0%
5.0
7
0.0%
3.0
7
0.0%
23.0
6
0.0%
41.0
6
0.0%
14.0
6
0.0%
111.0
6
0.0%
114.0
5
0.0%
6.0
5
0.0%
745.0
5
0.0%
SMALLEST VALUES
0.0
1
0.0%
1.0
10
0.0%
2.0
11
0.0%
3.0
7
0.0%
4.0
9
0.0%
5.0
7
0.0%
6.0
5
0.0%
7.0
4
0.0%
8.0
8
0.0%
9.0
7
0.0%
10.0
5
0.0%
11.0
5
0.0%
12.0
5
0.0%
13.0
5
0.0%
14.0
6
0.0%
LARGEST VALUES
426539890.0
1
0.0%
425816871.0
1
0.0%
424909873.0
1
0.0%
423757569.0
1
0.0%
422611102.0
1
0.0%
421860861.0
1
0.0%
421368995.0
1
0.0%
420491168.0
1
0.0%
419205390.0
1
0.0%
417816214.0
1
0.0%
416271467.0
1
0.0%
414725679.0
1
0.0%
413748704.0
1
0.0%
413165664.0
1
0.0%
412187642.0
1
0.0%
total_tests_per_thousand
MISSING:
47,684
(55%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_tests_smoothed_per_thousand
0.85
new_tests_per_thousand
0.75
total_cases_per_million
0.60
total_vaccinations_per_hundred
0.48
new_vaccinations_smoothed_per_million
0.41
people_vaccinated_per_hundred
0.40
new_cases_smoothed_per_million
0.39
gdp_per_capita
0.38
total_deaths_per_million
0.36
new_cases_per_million
0.35
handwashing_facilities
0.33
human_development_index
0.32
people_fully_vaccinated_per_hundred
0.29
life_expectancy
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.32
continent
0.27
MOST FREQUENT VALUES
0.001
87
0.2%
0.0
63
0.2%
0.002
56
0.1%
0.003
47
0.1%
0.004
32
0.1%
0.006999999999999999
29
0.1%
0.01
29
0.1%
0.012
25
0.1%
0.015
24
0.1%
0.005
22
0.1%
0.006
22
0.1%
0.008
22
0.1%
0.011000000000000001
22
0.1%
0.018000000000000002
19
0.0%
0.009000000000000001
19
0.0%
SMALLEST VALUES
0.0
63
0.2%
0.001
87
0.2%
0.002
56
0.1%
0.003
47
0.1%
0.004
32
0.1%
0.005
22
0.1%
0.006
22
0.1%
0.006999999999999999
29
0.1%
0.008
22
0.1%
0.009000000000000001
19
0.0%
0.01
29
0.1%
0.011000000000000001
22
0.1%
0.012
25
0.1%
0.013000000000000001
14
0.0%
0.013999999999999999
16
0.0%
LARGEST VALUES
6634.937
1
0.0%
6604.232
1
0.0%
6599.899
1
0.0%
6573.428000000001
1
0.0%
6540.3769999999995
1
0.0%
6520.762
1
0.0%
6504.661999999999
1
0.0%
6503.283
1
0.0%
6482.579000000001
1
0.0%
6456.253000000001
1
0.0%
6407.228
1
0.0%
6379.253000000001
1
0.0%
6321.681
1
0.0%
6297.906
1
0.0%
6266.265
1
0.0%
new_tests_per_thousand
MISSING:
47,381
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_tests_smoothed_per_thousand
0.88
total_tests_per_thousand
0.75
total_cases_per_million
0.37
new_cases_smoothed_per_million
0.32
handwashing_facilities
0.31
new_cases_per_million
0.29
gdp_per_capita
0.26
human_development_index
0.25
total_deaths_per_million
0.24
new_tests
0.23
new_deaths_smoothed_per_million
0.21
life_expectancy
0.21
new_vaccinations_smoothed_per_million
0.21
median_age
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.25
continent
0.24
MOST FREQUENT VALUES
0.0
262
0.7%
0.001
250
0.6%
0.002
223
0.6%
0.004
176
0.4%
0.003
172
0.4%
0.005
168
0.4%
0.006
159
0.4%
0.006999999999999999
152
0.4%
0.008
132
0.3%
0.012
120
0.3%
0.009000000000000001
117
0.3%
0.05
108
0.3%
0.013000000000000001
101
0.3%
0.013999999999999999
101
0.3%
0.011000000000000001
100
0.3%
SMALLEST VALUES
-23.01
1
0.0%
-6.32
1
0.0%
-4.349
1
0.0%
-0.7859999999999999
1
0.0%
-0.39799999999999996
1
0.0%
-0.212
1
0.0%
-0.203
1
0.0%
-0.145
1
0.0%
-0.078
1
0.0%
-0.039
1
0.0%
-0.017
1
0.0%
-0.003
1
0.0%
-0.001
1
0.0%
0.0
262
0.7%
0.001
250
0.6%
LARGEST VALUES
327.086
1
0.0%
144.874
1
0.0%
142.991
1
0.0%
141.796
1
0.0%
138.937
1
0.0%
138.336
1
0.0%
137.654
1
0.0%
134.936
1
0.0%
134.042
1
0.0%
132.869
1
0.0%
132.134
1
0.0%
126.51
1
0.0%
125.40899999999999
1
0.0%
124.97200000000001
1
0.0%
122.89
1
0.0%
new_tests_smoothed
MISSING:
41,551
(48%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_tests
0.97
total_tests
0.89
icu_patients
0.87
weekly_hosp_admissions
0.83
total_cases
0.83
hosp_patients
0.82
new_cases_smoothed
0.80
total_deaths
0.80
weekly_icu_admissions
0.78
new_cases
0.78
new_vaccinations_smoothed
0.76
new_vaccinations
0.76
people_vaccinated
0.75
new_deaths_smoothed
0.72

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.20
continent
0.15
MOST FREQUENT VALUES
0.0
102
0.2%
1.0
74
0.2%
2.0
53
0.1%
5.0
35
0.1%
4.0
30
0.1%
341.0
28
0.1%
3.0
28
0.1%
8.0
28
0.1%
273.0
27
0.1%
57.0
24
0.1%
39.0
24
0.1%
6.0
24
0.1%
27.0
23
0.1%
1093.0
23
0.1%
40.0
23
0.1%
SMALLEST VALUES
0.0
102
0.2%
1.0
74
0.2%
2.0
53
0.1%
3.0
28
0.1%
4.0
30
0.1%
5.0
35
0.1%
6.0
24
0.1%
7.0
23
0.1%
8.0
28
0.1%
9.0
13
0.0%
10.0
15
0.0%
11.0
16
0.0%
12.0
11
0.0%
13.0
9
0.0%
14.0
17
0.0%
LARGEST VALUES
1903176.0
1
0.0%
1886203.0
1
0.0%
1877581.0
1
0.0%
1868172.0
1
0.0%
1858791.0
1
0.0%
1851370.0
1
0.0%
1841187.0
1
0.0%
1836485.0
1
0.0%
1829956.0
1
0.0%
1825749.0
1
0.0%
1824676.0
1
0.0%
1824153.0
1
0.0%
1822139.0
1
0.0%
1822009.0
1
0.0%
1821923.0
1
0.0%
new_tests_smoothed_per_thousand
MISSING:
41,551
(48%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_tests_per_thousand
0.88
total_tests_per_thousand
0.85
total_cases_per_million
0.42
new_cases_smoothed_per_million
0.36
handwashing_facilities
0.34
new_cases_per_million
0.32
gdp_per_capita
0.30
human_development_index
0.28
total_deaths_per_million
0.28
life_expectancy
0.25
new_deaths_smoothed_per_million
0.24
median_age
0.23
total_vaccinations_per_hundred
0.23
weekly_icu_admissions_per_million
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.30
continent
0.29
MOST FREQUENT VALUES
0.0
427
0.9%
0.001
237
0.5%
0.002
213
0.5%
0.006
189
0.4%
0.004
180
0.4%
0.003
153
0.3%
0.005
151
0.3%
0.013999999999999999
138
0.3%
0.006999999999999999
138
0.3%
0.021
137
0.3%
0.013000000000000001
136
0.3%
0.025
135
0.3%
0.01
130
0.3%
0.008
129
0.3%
0.046
127
0.3%
SMALLEST VALUES
0.0
427
0.9%
0.001
237
0.5%
0.002
213
0.5%
0.003
153
0.3%
0.004
180
0.4%
0.005
151
0.3%
0.006
189
0.4%
0.006999999999999999
138
0.3%
0.008
129
0.3%
0.009000000000000001
116
0.3%
0.01
130
0.3%
0.011000000000000001
108
0.2%
0.012
97
0.2%
0.013000000000000001
136
0.3%
0.013999999999999999
138
0.3%
LARGEST VALUES
78.766
1
0.0%
70.445
1
0.0%
66.931
1
0.0%
66.75
1
0.0%
66.53399999999999
1
0.0%
66.393
1
0.0%
66.17
1
0.0%
65.723
1
0.0%
64.899
1
0.0%
64.825
1
0.0%
64.55199999999999
1
0.0%
63.909
1
0.0%
63.434
1
0.0%
62.633
2
0.0%
61.677
1
0.0%
positive_rate
MISSING:
44,186
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hosp_patients_per_million
0.72
icu_patients_per_million
0.67
weekly_hosp_admissions_per_million
0.55
new_deaths_smoothed_per_million
0.42
weekly_icu_admissions_per_million
0.42
new_cases_smoothed_per_million
0.38
new_deaths_per_million
0.36
new_cases_per_million
0.34
weekly_icu_admissions
0.28
stringency_index
0.22
hosp_patients
0.22
weekly_hosp_admissions
0.21
total_deaths_per_million
0.21
gdp_per_capita
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
0.51
continent
0.28
MOST FREQUENT VALUES
0.0
1,258
2.9%
0.001
1,109
2.6%
0.004
837
1.9%
0.002
821
1.9%
0.005
685
1.6%
0.003
672
1.6%
0.006999999999999999
547
1.3%
0.006
541
1.3%
0.008
498
1.2%
0.015
491
1.1%
0.009000000000000001
453
1.1%
0.013999999999999999
452
1.0%
0.018000000000000002
425
1.0%
0.01
421
1.0%
0.011000000000000001
420
1.0%
SMALLEST VALUES
0.0
1,258
2.9%
0.001
1,109
2.6%
0.002
821
1.9%
0.003
672
1.6%
0.004
837
1.9%
0.005
685
1.6%
0.006
541
1.3%
0.006999999999999999
547
1.3%
0.008
498
1.2%
0.009000000000000001
453
1.1%
0.01
421
1.0%
0.011000000000000001
420
1.0%
0.012
384
0.9%
0.013000000000000001
372
0.9%
0.013999999999999999
452
1.0%
LARGEST VALUES
0.742
1
0.0%
0.636
1
0.0%
0.63
1
0.0%
0.628
2
0.0%
0.619
1
0.0%
0.618
1
0.0%
0.616
1
0.0%
0.615
1
0.0%
0.606
1
0.0%
0.603
2
0.0%
0.602
1
0.0%
0.599
1
0.0%
0.578
1
0.0%
0.5760000000000001
1
0.0%
0.574
1
0.0%
tests_per_case
MISSING:
44,780
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
icu_patients_per_million
-0.34
hosp_patients_per_million
-0.29
weekly_icu_admissions_per_million
-0.21
weekly_icu_admissions
-0.19
new_vaccinations_smoothed_per_million
0.19
weekly_hosp_admissions_per_million
-0.18
positive_rate
-0.16
hosp_patients
-0.15
icu_patients
-0.14
population_density
0.14
reproduction_rate
-0.13
weekly_hosp_admissions
-0.12
new_cases_smoothed_per_million
-0.10
total_deaths_per_million
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.22
tests_units
0.15
MOST FREQUENT VALUES
4.2
246
0.6%
3.7
246
0.6%
3.0
244
0.6%
3.9
243
0.6%
4.1
232
0.5%
4.0
229
0.5%
3.6
226
0.5%
5.6
225
0.5%
4.6
222
0.5%
3.5
222
0.5%
3.4
222
0.5%
5.3
221
0.5%
4.5
220
0.5%
4.3
218
0.5%
3.8
218
0.5%
SMALLEST VALUES
1.3
1
0.0%
1.6
9
0.0%
1.7
8
0.0%
1.8
16
0.0%
1.9
70
0.2%
2.0
57
0.1%
2.1
48
0.1%
2.2
72
0.2%
2.3
100
0.2%
2.4
142
0.3%
2.5
148
0.3%
2.6
115
0.3%
2.7
115
0.3%
2.8
180
0.4%
2.9
200
0.5%
LARGEST VALUES
44258.7
1
0.0%
37002.3
1
0.0%
30601.4
1
0.0%
27035.0
1
0.0%
26975.5
1
0.0%
26587.4
1
0.0%
24874.1
1
0.0%
24580.4
1
0.0%
23713.3
1
0.0%
22909.1
1
0.0%
22771.7
1
0.0%
22532.2
1
0.0%
22259.1
1
0.0%
21559.4
1
0.0%
20821.7
1
0.0%
tests_units
MISSING:
40,067
(46%)
TOP CATEGORIES
tests performed
29,293
62%
people tested
8,794
19%
samples tested
8,269
17%
units unclear
903
2%
ALL
47,259
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tests_units
PROVIDES INFORMATION ON...
continent
0.10

THESE FEATURES
GIVE INFORMATION
ON tests_units:
continent
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tests_units
CORRELATION RATIO WITH...
aged_65_older
0.53
aged_70_older
0.53
median_age
0.52
positive_rate
0.51
human_development_index
0.49
female_smokers
0.43
gdp_per_capita
0.38
life_expectancy
0.38
reproduction_rate
0.37
stringency_index
0.33
hospital_beds_per_thousand
0.33
total_tests_per_thousand
0.32
new_tests_smoothed_per_thousand
0.30
total_deaths_per_million
0.28
total_vaccinations
MISSING:
76,954
(88%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
people_vaccinated
0.99
new_vaccinations_smoothed
0.96
people_fully_vaccinated
0.96
new_vaccinations
0.92
total_tests
0.83
total_cases
0.78
total_deaths
0.75
new_cases_smoothed
0.73
new_cases
0.72
new_tests_smoothed
0.70
new_tests
0.67
population
0.65
new_deaths_smoothed
0.62
new_deaths
0.61

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.22
tests_units
0.05
MOST FREQUENT VALUES
0.0
129
1.2%
8649.0
10
0.1%
10702.0
7
0.1%
11.0
6
0.1%
52000.0
6
0.1%
846.0
5
0.0%
5.0
5
0.0%
6.0
5
0.0%
2601.0
5
0.0%
118244.0
5
0.0%
2000.0
5
0.0%
841.0
5
0.0%
10000.0
4
0.0%
1815.0
4
0.0%
3128.0
4
0.0%
SMALLEST VALUES
0.0
129
1.2%
1.0
2
0.0%
2.0
2
0.0%
5.0
5
0.0%
6.0
5
0.0%
11.0
6
0.1%
12.0
1
0.0%
18.0
1
0.0%
20.0
2
0.0%
26.0
1
0.0%
30.0
3
0.0%
35.0
1
0.0%
39.0
1
0.0%
46.0
1
0.0%
48.0
1
0.0%
LARGEST VALUES
1317547262.0
1
0.0%
1299948625.0
1
0.0%
1285822717.0
1
0.0%
1266402007.0
1
0.0%
1240431937.0
1
0.0%
1217006044.0
1
0.0%
1197301330.0
1
0.0%
1179409875.0
1
0.0%
1166021879.0
1
0.0%
1154105722.0
1
0.0%
1138955469.0
1
0.0%
1114072358.0
1
0.0%
1089549135.0
1
0.0%
1064915270.0
1
0.0%
1045340184.0
1
0.0%
people_vaccinated
MISSING:
77,651
(89%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_vaccinations
0.99
people_fully_vaccinated
0.97
new_vaccinations_smoothed
0.95
new_vaccinations
0.91
total_tests
0.84
total_cases
0.82
total_deaths
0.80
new_tests_smoothed
0.75
new_cases_smoothed
0.74
new_cases
0.74
new_tests
0.71
new_deaths_smoothed
0.65
new_deaths
0.63
population
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.24
tests_units
0.04
MOST FREQUENT VALUES
0.0
126
1.3%
8649.0
16
0.2%
10702.0
15
0.2%
841.0
11
0.1%
24773.0
10
0.1%
928107.0
8
0.1%
449054.0
7
0.1%
52000.0
6
0.1%
11.0
6
0.1%
28500.0
6
0.1%
1781.0
6
0.1%
225146.0
6
0.1%
2958.0
5
0.1%
844.0
5
0.1%
6.0
5
0.1%
SMALLEST VALUES
0.0
126
1.3%
1.0
2
0.0%
2.0
2
0.0%
5.0
2
0.0%
6.0
5
0.1%
11.0
6
0.1%
20.0
2
0.0%
26.0
1
0.0%
30.0
2
0.0%
35.0
1
0.0%
46.0
1
0.0%
55.0
1
0.0%
61.0
2
0.0%
82.0
2
0.0%
95.0
2
0.0%
LARGEST VALUES
656274424.0
1
0.0%
651414703.0
1
0.0%
647586215.0
1
0.0%
642720290.0
1
0.0%
634677154.0
1
0.0%
626546675.0
1
0.0%
618468516.0
1
0.0%
611538624.0
1
0.0%
606749719.0
1
0.0%
602874120.0
1
0.0%
597768375.0
1
0.0%
590441094.0
1
0.0%
581478207.0
1
0.0%
572232953.0
1
0.0%
564932649.0
1
0.0%
people_fully_vaccinated
MISSING:
80,058
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
people_vaccinated
0.97
total_vaccinations
0.96
new_vaccinations_smoothed
0.89
new_vaccinations
0.84
total_tests
0.79
total_cases
0.78
total_deaths
0.76
new_cases_smoothed
0.69
new_cases
0.68
new_deaths_smoothed
0.60
new_tests_smoothed
0.60
new_deaths
0.58
population
0.57
new_tests
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.21
tests_units
0.04
MOST FREQUENT VALUES
1.0
32
0.4%
5.0
31
0.4%
2.0
27
0.4%
19019.0
20
0.3%
820.0
11
0.2%
448.0
9
0.1%
12272.0
9
0.1%
7.0
9
0.1%
11.0
8
0.1%
87297.0
8
0.1%
744.0
8
0.1%
1753.0
8
0.1%
821.0
7
0.1%
6228.0
7
0.1%
8368.0
7
0.1%
SMALLEST VALUES
1.0
32
0.4%
2.0
27
0.4%
3.0
2
0.0%
4.0
4
0.1%
5.0
31
0.4%
6.0
6
0.1%
7.0
9
0.1%
8.0
2
0.0%
9.0
2
0.0%
10.0
3
0.0%
11.0
8
0.1%
14.0
1
0.0%
18.0
2
0.0%
20.0
2
0.0%
29.0
1
0.0%
LARGEST VALUES
319378877.0
1
0.0%
315398261.0
1
0.0%
311946158.0
1
0.0%
306921567.0
1
0.0%
299608532.0
1
0.0%
292655573.0
1
0.0%
286064398.0
1
0.0%
280808373.0
1
0.0%
277223396.0
1
0.0%
273922088.0
1
0.0%
269503567.0
1
0.0%
263675421.0
1
0.0%
256479876.0
1
0.0%
250084256.0
1
0.0%
244835626.0
1
0.0%
new_vaccinations
MISSING:
78,522
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
new_vaccinations_smoothed
0.96
total_vaccinations
0.92
people_vaccinated
0.91
total_tests
0.86
people_fully_vaccinated
0.84
total_cases
0.80
total_deaths
0.77
new_tests_smoothed
0.76
weekly_hosp_admissions
0.76
new_cases
0.75
new_cases_smoothed
0.74
population
0.72
new_tests
0.72
new_deaths
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.24
tests_units
0.05
MOST FREQUENT VALUES
0.0
158
1.8%
1.0
15
0.2%
30.0
7
0.1%
8.0
6
0.1%
534.0
6
0.1%
90.0
5
0.1%
2.0
5
0.1%
654.0
5
0.1%
3000.0
4
0.0%
75.0
4
0.0%
36.0
4
0.0%
160.0
4
0.0%
4.0
4
0.0%
590.0
4
0.0%
1261.0
4
0.0%
SMALLEST VALUES
0.0
158
1.8%
1.0
15
0.2%
2.0
5
0.1%
3.0
4
0.0%
4.0
4
0.0%
5.0
3
0.0%
6.0
4
0.0%
7.0
3
0.0%
8.0
6
0.1%
9.0
2
0.0%
10.0
2
0.0%
11.0
1
0.0%
12.0
1
0.0%
13.0
2
0.0%
15.0
1
0.0%
LARGEST VALUES
25970070.0
1
0.0%
24883111.0
1
0.0%
24633865.0
1
0.0%
24523223.0
1
0.0%
23425893.0
1
0.0%
22970860.0
1
0.0%
21967831.0
1
0.0%
21398625.0
1
0.0%
20950127.0
1
0.0%
20042814.0
1
0.0%
19761488.0
1
0.0%
19704714.0
1
0.0%
19575086.0
1
0.0%
19420710.0
1
0.0%
19391273.0
1
0.0%
new_vaccinations_smoothed
MISSING:
70,733
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_vaccinations
0.96
new_vaccinations
0.96
people_vaccinated
0.95
people_fully_vaccinated
0.89
total_tests
0.87
total_cases
0.83
total_deaths
0.80
new_cases_smoothed
0.77
new_cases
0.77
new_tests_smoothed
0.76
population
0.75
new_tests
0.74
new_deaths_smoothed
0.69
new_deaths
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.25
tests_units
0.05
MOST FREQUENT VALUES
312.0
84
0.5%
955.0
59
0.4%
1403.0
59
0.4%
263.0
57
0.3%
403.0
53
0.3%
2915.0
50
0.3%
12222.0
49
0.3%
7712.0
48
0.3%
75.0
48
0.3%
66.0
48
0.3%
95.0
47
0.3%
1401.0
46
0.3%
275.0
43
0.3%
294.0
42
0.3%
88538.0
42
0.3%
SMALLEST VALUES
0.0
30
0.2%
1.0
17
0.1%
3.0
2
0.0%
4.0
2
0.0%
5.0
2
0.0%
6.0
1
0.0%
7.0
1
0.0%
8.0
1
0.0%
9.0
1
0.0%
12.0
11
0.1%
14.0
26
0.2%
15.0
16
0.1%
16.0
6
0.0%
17.0
11
0.1%
18.0
1
0.0%
LARGEST VALUES
20667533.0
1
0.0%
20383737.0
1
0.0%
19733912.0
1
0.0%
19599659.0
1
0.0%
19346077.0
1
0.0%
19152813.0
1
0.0%
19132392.0
1
0.0%
18981021.0
1
0.0%
18912294.0
1
0.0%
18816714.0
1
0.0%
18701213.0
1
0.0%
18663735.0
1
0.0%
18213607.0
1
0.0%
18208130.0
1
0.0%
18206648.0
1
0.0%
total_vaccinations_per_hundred
MISSING:
76,954
(88%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
people_vaccinated_per_hundred
0.98
people_fully_vaccinated_per_hundred
0.96
new_vaccinations_smoothed_per_million
0.58
total_tests_per_thousand
0.48
total_cases_per_million
0.42
handwashing_facilities
0.34
gdp_per_capita
0.27
human_development_index
0.25
life_expectancy
0.24
hosp_patients_per_million
-0.23
new_tests_smoothed_per_thousand
0.23
icu_patients_per_million
-0.22
extreme_poverty
-0.21
weekly_hosp_admissions_per_million
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.13
tests_units
0.08
MOST FREQUENT VALUES
0.0
229
2.2%
0.01
102
1.0%
0.02
69
0.7%
0.03
67
0.6%
0.04
57
0.5%
0.05
56
0.5%
0.06
49
0.5%
0.07
44
0.4%
0.12
35
0.3%
0.13
33
0.3%
0.29
32
0.3%
0.11
30
0.3%
0.1
30
0.3%
0.24
29
0.3%
0.2
29
0.3%
SMALLEST VALUES
0.0
229
2.2%
0.01
102
1.0%
0.02
69
0.7%
0.03
67
0.6%
0.04
57
0.5%
0.05
56
0.5%
0.06
49
0.5%
0.07
44
0.4%
0.08
25
0.2%
0.09
26
0.3%
0.1
30
0.3%
0.11
30
0.3%
0.12
35
0.3%
0.13
33
0.3%
0.14
23
0.2%
LARGEST VALUES
220.4
1
0.0%
218.09
1
0.0%
215.71
1
0.0%
213.39
1
0.0%
211.08
1
0.0%
208.76
1
0.0%
206.38
1
0.0%
204.07
1
0.0%
201.75
1
0.0%
199.95
1
0.0%
198.01
1
0.0%
196.59
1
0.0%
196.52
1
0.0%
192.73
1
0.0%
190.91
1
0.0%
people_vaccinated_per_hundred
MISSING:
77,651
(89%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_vaccinations_per_hundred
0.98
people_fully_vaccinated_per_hundred
0.89
new_vaccinations_smoothed_per_million
0.62
total_cases_per_million
0.41
total_tests_per_thousand
0.40
handwashing_facilities
0.33
life_expectancy
0.26
icu_patients_per_million
-0.25
human_development_index
0.25
hosp_patients_per_million
-0.25
gdp_per_capita
0.24
extreme_poverty
-0.23
weekly_hosp_admissions_per_million
-0.22
total_deaths_per_million
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.14
tests_units
0.07
MOST FREQUENT VALUES
0.0
255
2.6%
0.01
99
1.0%
0.02
67
0.7%
0.03
50
0.5%
0.04
49
0.5%
0.06
48
0.5%
0.07
46
0.5%
0.05
45
0.5%
0.49
39
0.4%
0.3
35
0.4%
0.13
34
0.4%
2.21
33
0.3%
0.1
30
0.3%
0.2
29
0.3%
0.24
28
0.3%
SMALLEST VALUES
0.0
255
2.6%
0.01
99
1.0%
0.02
67
0.7%
0.03
50
0.5%
0.04
49
0.5%
0.05
45
0.5%
0.06
48
0.5%
0.07
46
0.5%
0.08
25
0.3%
0.09
26
0.3%
0.1
30
0.3%
0.11
27
0.3%
0.12
27
0.3%
0.13
34
0.4%
0.14
19
0.2%
LARGEST VALUES
114.95
1
0.0%
114.14
1
0.0%
112.75
1
0.0%
111.64
1
0.0%
111.32
1
0.0%
111.29
1
0.0%
111.24
1
0.0%
109.0
1
0.0%
106.77
1
0.0%
106.59
1
0.0%
106.56
1
0.0%
106.35
1
0.0%
106.33
1
0.0%
104.13
1
0.0%
102.49
1
0.0%
people_fully_vaccinated_per_hundred
MISSING:
80,058
(92%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_vaccinations_per_hundred
0.96
people_vaccinated_per_hundred
0.89
new_vaccinations_smoothed_per_million
0.60
total_cases_per_million
0.42
handwashing_facilities
0.32
total_tests_per_thousand
0.29
reproduction_rate
-0.24
hosp_patients_per_million
-0.21
icu_patients_per_million
-0.19
life_expectancy
0.19
human_development_index
0.18
weekly_hosp_admissions_per_million
-0.18
extreme_poverty
-0.17
diabetes_prevalence
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.10
tests_units
0.07
MOST FREQUENT VALUES
0.0
282
3.9%
0.01
150
2.1%
0.02
74
1.0%
0.05
67
0.9%
0.04
65
0.9%
0.07
59
0.8%
0.03
58
0.8%
0.06
49
0.7%
0.08
47
0.6%
0.37
45
0.6%
0.12
40
0.6%
0.1
39
0.5%
0.29
39
0.5%
0.17
36
0.5%
0.09
34
0.5%
SMALLEST VALUES
0.0
282
3.9%
0.01
150
2.1%
0.02
74
1.0%
0.03
58
0.8%
0.04
65
0.9%
0.05
67
0.9%
0.06
49
0.7%
0.07
59
0.8%
0.08
47
0.6%
0.09
34
0.5%
0.1
39
0.5%
0.11
33
0.5%
0.12
40
0.6%
0.13
27
0.4%
0.14
31
0.4%
LARGEST VALUES
105.46
1
0.0%
103.95
1
0.0%
102.95
1
0.0%
101.75
1
0.0%
99.76
1
0.0%
97.47
1
0.0%
95.14
1
0.0%
95.06
1
0.0%
94.98
1
0.0%
93.36
1
0.0%
91.45
1
0.0%
90.24
1
0.0%
90.18
1
0.0%
88.59
1
0.0%
88.42
1
0.0%
new_vaccinations_smoothed_per_million
MISSING:
70,733
(81%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
people_vaccinated_per_hundred
0.62
people_fully_vaccinated_per_hundred
0.60
total_vaccinations_per_hundred
0.58
total_tests_per_thousand
0.41
total_cases_per_million
0.30
new_cases_smoothed_per_million
0.26
life_expectancy
0.26
human_development_index
0.25
gdp_per_capita
0.25
new_cases_per_million
0.22
new_tests_per_thousand
0.21
female_smokers
0.20
median_age
0.19
tests_per_case
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.14
tests_units
0.03
MOST FREQUENT VALUES
28.0
80
0.5%
8058.0
78
0.5%
4.0
76
0.5%
43.0
69
0.4%
80.0
65
0.4%
24.0
58
0.3%
68.0
57
0.3%
3671.0
57
0.3%
225.0
55
0.3%
3.0
53
0.3%
211.0
50
0.3%
191.0
48
0.3%
0.0
47
0.3%
4532.0
47
0.3%
607.0
45
0.3%
SMALLEST VALUES
0.0
47
0.3%
1.0
41
0.2%
2.0
32
0.2%
3.0
53
0.3%
4.0
76
0.5%
5.0
17
0.1%
6.0
22
0.1%
7.0
11
0.1%
8.0
20
0.1%
9.0
25
0.2%
10.0
13
0.1%
11.0
27
0.2%
12.0
20
0.1%
13.0
16
0.1%
14.0
22
0.1%
LARGEST VALUES
118759.0
1
0.0%
118671.0
1
0.0%
111389.0
1
0.0%
110456.0
1
0.0%
102322.0
1
0.0%
93924.0
1
0.0%
83979.0
1
0.0%
69206.0
1
0.0%
54264.0
8
0.0%
52495.0
1
0.0%
51105.0
6
0.0%
47947.0
1
0.0%
44502.0
1
0.0%
44215.0
1
0.0%
41344.0
1
0.0%
stringency_index
MISSING:
12,738
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
icu_patients_per_million
0.43
hosp_patients_per_million
0.32
handwashing_facilities
0.29
hosp_patients
0.25
weekly_icu_admissions
0.24
weekly_icu_admissions_per_million
0.23
positive_rate
0.22
extreme_poverty
-0.21
new_deaths_smoothed_per_million
0.20
icu_patients
0.19
new_cases_smoothed_per_million
0.16
weekly_hosp_admissions_per_million
0.16
weekly_hosp_admissions
0.16
reproduction_rate
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.44
tests_units
0.33
MOST FREQUENT VALUES
60.19
1,727
2.3%
50.93
1,482
2.0%
71.3
1,392
1.9%
47.22
1,256
1.7%
52.78
1,205
1.6%
80.56
1,151
1.5%
57.41
1,134
1.5%
65.74
1,118
1.5%
75.0
1,109
1.5%
64.81
1,102
1.5%
81.48
1,062
1.4%
72.22
1,054
1.4%
56.48
1,036
1.4%
84.26
1,029
1.4%
78.7
997
1.3%
SMALLEST VALUES
0.0
557
0.7%
2.78
184
0.2%
5.56
150
0.2%
6.48
50
0.1%
8.33
433
0.6%
9.26
14
0.0%
10.19
35
0.0%
11.11
554
0.7%
12.04
196
0.3%
12.96
40
0.1%
13.89
415
0.6%
14.81
205
0.3%
15.74
91
0.1%
16.67
667
0.9%
17.59
138
0.2%
LARGEST VALUES
100.0
446
0.6%
98.15
1
0.0%
97.22
85
0.1%
96.3
809
1.1%
95.37
15
0.0%
94.44
216
0.3%
93.52
492
0.7%
92.59
453
0.6%
92.13
81
0.1%
91.67
105
0.1%
90.74
438
0.6%
89.81
564
0.8%
89.35
20
0.0%
88.89
401
0.5%
88.43
11
0.0%
population
MISSING:
576
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
icu_patients
0.86
hosp_patients
0.81
weekly_hosp_admissions
0.78
new_vaccinations_smoothed
0.75
new_vaccinations
0.72
new_deaths_smoothed
0.72
new_deaths
0.70
new_cases_smoothed
0.69
new_cases
0.68
total_vaccinations
0.65
total_deaths
0.64
people_vaccinated
0.63
total_cases
0.61
people_fully_vaccinated
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.55
tests_units
0.13
MOST FREQUENT VALUES
128932753.0
496
0.6%
45195777.0
496
0.6%
69799978.0
493
0.6%
32971846.0
491
0.6%
23816775.0
481
0.6%
51269183.0
476
0.5%
331002647.0
475
0.5%
126476458.0
475
0.5%
592072204.0
475
0.5%
4639847425.0
475
0.5%
7794798729.0
475
0.5%
1439323774.0
475
0.5%
748680069.0
474
0.5%
97338583.0
474
0.5%
5850343.0
474
0.5%
SMALLEST VALUES
809.0
431
0.5%
3483.0
67
0.1%
4999.0
73
0.1%
6071.0
66
0.1%
10834.0
23
0.0%
15002.0
78
0.1%
33691.0
119
0.1%
33938.0
439
0.5%
38137.0
433
0.5%
38718.0
92
0.1%
39244.0
437
0.5%
48865.0
101
0.1%
53192.0
412
0.5%
56772.0
104
0.1%
59194.0
195
0.2%
LARGEST VALUES
7794798729.0
475
0.5%
4639847425.0
475
0.5%
1439323774.0
475
0.5%
1380004385.0
467
0.5%
1340598113.0
453
0.5%
748680069.0
474
0.5%
592072204.0
475
0.5%
444919060.0
474
0.5%
430759772.0
444
0.5%
331002647.0
475
0.5%
273523621.0
435
0.5%
220892331.0
441
0.5%
212559409.0
440
0.5%
206139587.0
438
0.5%
164689383.0
434
0.5%
population_density
MISSING:
6,044
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
gdp_per_capita
0.31
hospital_beds_per_thousand
0.31
life_expectancy
0.21
cardiovasc_death_rate
-0.17
human_development_index
0.16
people_fully_vaccinated_per_hundred
0.14
tests_per_case
0.14
median_age
0.13
people_vaccinated_per_hundred
0.12
total_tests_per_thousand
0.11
weekly_hosp_admissions
-0.11
icu_patients
-0.11
positive_rate
-0.10
new_vaccinations_smoothed_per_million
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.15
tests_units
0.10
MOST FREQUENT VALUES
16.177
496
0.6%
66.444
496
0.6%
135.132
493
0.6%
25.129
491
0.6%
527.967
476
0.6%
58.045
475
0.6%
347.778
475
0.6%
35.608000000000004
475
0.6%
147.674
475
0.6%
308.127
474
0.6%
7915.731
474
0.6%
122.57799999999999
473
0.6%
204.43
472
0.6%
96.25399999999999
472
0.6%
3.202
471
0.6%
SMALLEST VALUES
0.13699999999999998
104
0.1%
1.98
427
0.5%
3.0780000000000003
423
0.5%
3.202
471
0.6%
3.404
439
0.5%
3.612
423
0.5%
3.623
433
0.5%
3.952
425
0.5%
4.037
471
0.6%
4.044
407
0.5%
4.289
423
0.5%
6.681
424
0.5%
7.479
422
0.5%
7.859
423
0.5%
8.823
466
0.6%
LARGEST VALUES
20546.766
92
0.1%
19347.5
437
0.5%
7915.731
474
0.6%
7039.714
150
0.2%
3457.1
119
0.1%
1935.9070000000002
442
0.5%
1454.433
429
0.5%
1454.037
460
0.6%
1308.82
113
0.1%
1265.036
434
0.5%
778.202
432
0.5%
682.45
23
0.0%
664.4630000000001
420
0.5%
622.962
419
0.5%
594.561
445
0.5%
median_age
MISSING:
8,730
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
aged_65_older
0.91
aged_70_older
0.90
human_development_index
0.90
life_expectancy
0.85
handwashing_facilities
0.79
extreme_poverty
-0.70
female_smokers
0.67
hospital_beds_per_thousand
0.66
gdp_per_capita
0.64
total_deaths_per_million
0.37
new_cases_smoothed_per_million
0.35
new_deaths_smoothed_per_million
0.34
total_cases_per_million
0.34
cardiovasc_death_rate
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.60
tests_units
0.52
MOST FREQUENT VALUES
32.4
1,753
2.2%
31.9
1,368
1.7%
38.7
1,356
1.7%
29.1
1,342
1.7%
28.6
1,325
1.7%
30.6
1,300
1.7%
18.7
1,264
1.6%
17.7
1,255
1.6%
20.3
1,242
1.6%
42.4
934
1.2%
29.3
931
1.2%
41.2
914
1.2%
43.4
910
1.2%
37.9
909
1.2%
41.4
905
1.2%
SMALLEST VALUES
15.1
417
0.5%
16.4
828
1.1%
16.7
418
0.5%
16.8
838
1.1%
17.0
426
0.5%
17.5
826
1.1%
17.6
427
0.5%
17.7
1,255
1.6%
18.0
415
0.5%
18.1
846
1.1%
18.3
422
0.5%
18.6
442
0.6%
18.7
1,264
1.6%
18.8
852
1.1%
19.0
846
1.1%
LARGEST VALUES
48.2
475
0.6%
47.9
466
0.6%
46.6
470
0.6%
46.2
440
0.6%
45.5
465
0.6%
45.3
440
0.6%
44.8
150
0.2%
44.7
429
0.5%
44.5
464
0.6%
44.4
441
0.6%
44.0
441
0.6%
43.9
441
0.6%
43.5
437
0.6%
43.4
910
1.2%
43.3
436
0.6%
aged_65_older
MISSING:
9,626
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
aged_70_older
0.99
median_age
0.91
human_development_index
0.78
female_smokers
0.77
life_expectancy
0.73
hospital_beds_per_thousand
0.65
handwashing_facilities
0.64
extreme_poverty
-0.57
gdp_per_capita
0.50
total_deaths_per_million
0.39
new_deaths_smoothed_per_million
0.36
cardiovasc_death_rate
-0.33
new_cases_smoothed_per_million
0.33
total_cases_per_million
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.69
tests_units
0.53
MOST FREQUENT VALUES
6.933
847
1.1%
6.857
496
0.6%
11.198
496
0.6%
11.373
493
0.6%
7.151
491
0.6%
13.914000000000001
476
0.6%
27.049
475
0.6%
10.640999999999998
475
0.6%
8.696
475
0.6%
15.413
475
0.6%
7.15
474
0.6%
12.922
474
0.6%
19.718
473
0.6%
5.809
472
0.6%
6.292999999999999
472
0.6%
SMALLEST VALUES
1.1440000000000001
468
0.6%
1.307
437
0.6%
2.168
416
0.5%
2.339
420
0.5%
2.345
442
0.6%
2.355
442
0.6%
2.372
442
0.6%
2.405
417
0.5%
2.4090000000000003
427
0.5%
2.48
419
0.5%
2.4859999999999998
418
0.5%
2.519
412
0.5%
2.5380000000000003
406
0.5%
2.553
417
0.5%
2.562
406
0.5%
LARGEST VALUES
27.049
475
0.6%
23.021
466
0.6%
21.502
440
0.6%
21.453000000000003
470
0.6%
21.228
468
0.6%
20.801
429
0.6%
20.396
440
0.6%
19.985
465
0.6%
19.754
441
0.6%
19.724
441
0.6%
19.718
473
0.6%
19.677
464
0.6%
19.452
461
0.6%
19.436
465
0.6%
19.426
460
0.6%
aged_70_older
MISSING:
9,170
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
aged_65_older
0.99
median_age
0.90
female_smokers
0.77
human_development_index
0.77
life_expectancy
0.72
hospital_beds_per_thousand
0.65
handwashing_facilities
0.64
extreme_poverty
-0.56
gdp_per_capita
0.49
total_deaths_per_million
0.39
new_deaths_smoothed_per_million
0.36
cardiovasc_death_rate
-0.35
new_cases_smoothed_per_million
0.33
total_cases_per_million
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.68
tests_units
0.53
MOST FREQUENT VALUES
3.053
894
1.1%
1.845
858
1.1%
2.063
846
1.1%
1.726
808
1.0%
7.441
496
0.6%
4.321000000000001
496
0.6%
6.89
493
0.6%
4.455
491
0.6%
8.353
481
0.6%
8.622
476
0.6%
5.928999999999999
475
0.6%
18.493
475
0.6%
9.732000000000001
475
0.6%
5.355
475
0.6%
7.0489999999999995
474
0.6%
SMALLEST VALUES
0.526
468
0.6%
0.617
437
0.6%
1.114
442
0.6%
1.285
406
0.5%
1.308
416
0.5%
1.337
442
0.6%
1.358
427
0.5%
1.3619999999999999
417
0.5%
1.3780000000000001
417
0.5%
1.3869999999999998
442
0.6%
1.4169999999999998
420
0.5%
1.446
418
0.5%
1.4469999999999998
438
0.6%
1.486
412
0.5%
1.496
421
0.5%
LARGEST VALUES
18.493
475
0.6%
16.24
466
0.6%
15.957
470
0.6%
14.924000000000001
440
0.6%
14.524000000000001
440
0.6%
14.136
441
0.6%
13.799000000000001
465
0.6%
13.777999999999999
437
0.6%
13.748
441
0.6%
13.491
461
0.6%
13.433
465
0.6%
13.272
429
0.5%
13.264000000000001
468
0.6%
13.079
473
0.6%
13.052999999999999
441
0.6%
gdp_per_capita
MISSING:
8,362
(10%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
human_development_index
0.75
life_expectancy
0.68
handwashing_facilities
0.65
median_age
0.64
extreme_poverty
-0.51
aged_65_older
0.50
aged_70_older
0.49
cardiovasc_death_rate
-0.47
total_tests_per_thousand
0.38
female_smokers
0.35
total_cases_per_million
0.32
population_density
0.31
new_tests_smoothed_per_thousand
0.30
hospital_beds_per_thousand
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.49
tests_units
0.38
MOST FREQUENT VALUES
17336.468999999997
496
0.6%
18933.907
496
0.6%
16277.671
493
0.6%
12236.706
491
0.6%
35938.373999999996
476
0.6%
39002.223
475
0.6%
54225.445999999996
475
0.6%
15469.207
475
0.6%
15308.712
475
0.6%
6171.884
474
0.6%
85535.383
474
0.6%
38605.671
473
0.6%
26808.164
472
0.6%
2442.804
472
0.6%
44648.71
471
0.6%
SMALLEST VALUES
661.24
422
0.5%
702.225
406
0.5%
752.788
421
0.5%
808.133
426
0.5%
926.0
417
0.5%
1095.042
408
0.5%
1136.103
415
0.5%
1390.3
406
0.5%
1413.89
376
0.5%
1416.44
417
0.5%
1429.8129999999999
433
0.5%
1479.1470000000002
396
0.5%
1510.4589999999998
416
0.5%
1548.675
412
0.5%
1561.767
420
0.5%
LARGEST VALUES
116935.6
437
0.6%
104861.851
92
0.1%
94277.965
442
0.6%
85535.383
474
0.6%
71809.25099999999
428
0.5%
67335.293
441
0.6%
67293.483
468
0.6%
65530.537000000004
442
0.6%
64800.057
441
0.6%
57410.166
441
0.6%
56861.47
439
0.6%
56054.92
150
0.2%
54225.445999999996
475
0.6%
50669.315
113
0.1%
49903.029
133
0.2%
extreme_poverty
MISSING:
33,598
(38%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
human_development_index
-0.78
handwashing_facilities
-0.76
life_expectancy
-0.75
median_age
-0.70
aged_65_older
-0.57
aged_70_older
-0.56
gdp_per_capita
-0.51
weekly_hosp_admissions_per_million
0.49
hospital_beds_per_thousand
-0.44
diabetes_prevalence
-0.42
female_smokers
-0.41
hosp_patients
0.39
hosp_patients_per_million
0.31
total_deaths_per_million
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.61
tests_units
0.27
MOST FREQUENT VALUES
0.2
5,825
10.8%
0.5
4,476
8.3%
0.1
3,147
5.9%
0.7
3,136
5.8%
1.0
1,776
3.3%
2.0
1,373
2.6%
1.3
1,326
2.5%
1.5
1,300
2.4%
2.5
938
1.7%
0.6
919
1.7%
1.4
886
1.6%
5.7
875
1.6%
1.1
864
1.6%
3.4
863
1.6%
2.2
846
1.6%
SMALLEST VALUES
0.1
3,147
5.9%
0.2
5,825
10.8%
0.5
4,476
8.3%
0.6
919
1.7%
0.7
3,136
5.8%
1.0
1,776
3.3%
1.1
864
1.6%
1.2
475
0.9%
1.3
1,326
2.5%
1.4
886
1.6%
1.5
1,300
2.4%
1.6
436
0.8%
1.7
430
0.8%
1.8
436
0.8%
2.0
1,373
2.6%
LARGEST VALUES
77.6
417
0.8%
77.1
426
0.8%
71.7
406
0.8%
71.4
408
0.8%
67.1
412
0.8%
62.9
415
0.8%
59.6
363
0.7%
57.5
419
0.8%
56.0
423
0.8%
52.2
406
0.8%
49.6
421
0.8%
49.2
433
0.8%
49.1
421
0.8%
44.5
417
0.8%
43.7
427
0.8%
cardiovasc_death_rate
MISSING:
7,796
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
life_expectancy
-0.48
gdp_per_capita
-0.47
human_development_index
-0.43
male_smokers
0.42
aged_70_older
-0.35
median_age
-0.34
aged_65_older
-0.33
hosp_patients_per_million
0.32
weekly_hosp_admissions_per_million
0.29
weekly_icu_admissions_per_million
0.23
people_vaccinated_per_hundred
-0.20
extreme_poverty
0.19
total_deaths_per_million
-0.19
female_smokers
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.50
tests_units
0.12
MOST FREQUENT VALUES
191.032
496
0.6%
152.783
496
0.6%
109.861
493
0.6%
85.755
491
0.6%
103.95700000000001
481
0.6%
85.99799999999999
476
0.6%
233.07
475
0.6%
151.089
475
0.6%
261.899
475
0.6%
79.37
475
0.6%
245.465
474
0.6%
92.243
474
0.6%
86.06
473
0.6%
260.942
472
0.6%
260.797
472
0.6%
SMALLEST VALUES
79.37
475
0.6%
85.755
491
0.6%
85.99799999999999
476
0.6%
86.06
473
0.6%
92.243
474
0.6%
93.32
447
0.6%
99.40299999999999
465
0.6%
99.73899999999999
441
0.6%
103.95700000000001
481
0.6%
105.59899999999999
471
0.6%
107.791
471
0.6%
109.135
435
0.5%
109.361
439
0.6%
109.861
493
0.6%
113.15100000000001
466
0.6%
LARGEST VALUES
724.4169999999999
422
0.5%
597.029
442
0.6%
561.494
417
0.5%
559.812
436
0.5%
557.793
195
0.2%
546.3
182
0.2%
539.849
434
0.5%
525.432
452
0.6%
496.218
440
0.6%
495.00300000000004
396
0.5%
466.792
424
0.5%
460.043
427
0.5%
459.78
211
0.3%
454.343
110
0.1%
443.129
438
0.6%
diabetes_prevalence
MISSING:
6,579
(8%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
handwashing_facilities
0.51
extreme_poverty
-0.42
icu_patients
0.34
weekly_hosp_admissions
0.32
hosp_patients
0.26
life_expectancy
0.25
human_development_index
0.23
total_vaccinations_per_hundred
0.21
gdp_per_capita
0.20
male_smokers
0.17
people_fully_vaccinated_per_hundred
0.17
median_age
0.16
people_vaccinated_per_hundred
0.14
new_vaccinations_smoothed_per_million
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.56
tests_units
0.12
MOST FREQUENT VALUES
2.42
5,461
6.8%
7.11
2,965
3.7%
3.94
2,870
3.6%
10.08
2,173
2.7%
11.62
1,772
2.2%
6.05
1,662
2.1%
7.2
1,276
1.6%
6.1
1,266
1.6%
9.74
915
1.1%
5.72
904
1.1%
8.83
902
1.1%
4.28
889
1.1%
9.59
889
1.1%
4.0
883
1.1%
5.59
882
1.1%
SMALLEST VALUES
0.99
421
0.5%
1.82
417
0.5%
1.91
420
0.5%
2.16
104
0.1%
2.42
5,461
6.8%
2.5
416
0.5%
2.92
431
0.5%
3.28
441
0.5%
3.3
415
0.5%
3.67
437
0.5%
3.94
2,870
3.6%
4.0
883
1.1%
4.02
461
0.6%
4.28
889
1.1%
4.29
462
0.6%
LARGEST VALUES
30.53
195
0.2%
24.07
23
0.0%
22.02
419
0.5%
18.68
211
0.3%
17.72
435
0.5%
17.65
417
0.5%
17.31
452
0.6%
17.26
468
0.6%
17.11
414
0.5%
16.74
472
0.6%
16.52
879
1.1%
15.84
442
0.5%
15.67
425
0.5%
15.42
13
0.0%
14.49
467
0.6%
female_smokers
MISSING:
25,024
(29%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
aged_70_older
0.77
aged_65_older
0.77
median_age
0.67
human_development_index
0.58
life_expectancy
0.52
hospital_beds_per_thousand
0.49
extreme_poverty
-0.41
total_deaths_per_million
0.40
new_deaths_smoothed_per_million
0.38
new_cases_smoothed_per_million
0.37
gdp_per_capita
0.35
total_cases_per_million
0.34
new_deaths_per_million
0.32
weekly_icu_admissions
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.73
tests_units
0.43
MOST FREQUENT VALUES
1.9
1,855
3.0%
2.0
1,760
2.8%
1.0
1,380
2.2%
0.8
1,343
2.2%
0.3
1,329
2.1%
1.7
1,264
2.0%
1.6
1,256
2.0%
0.4
1,225
2.0%
2.8
1,058
1.7%
30.1
902
1.4%
20.9
902
1.4%
1.2
899
1.4%
19.6
871
1.4%
0.2
868
1.4%
5.3
866
1.4%
SMALLEST VALUES
0.1
417
0.7%
0.2
868
1.4%
0.3
1,329
2.1%
0.4
1,225
2.0%
0.5
442
0.7%
0.6
859
1.4%
0.7
861
1.4%
0.8
1,343
2.2%
0.9
433
0.7%
1.0
1,380
2.2%
1.1
433
0.7%
1.2
899
1.4%
1.3
422
0.7%
1.5
857
1.4%
1.6
1,256
2.0%
LARGEST VALUES
44.0
420
0.7%
43.0
23
0.0%
37.7
440
0.7%
35.3
440
0.7%
34.3
441
0.7%
34.2
443
0.7%
30.5
436
0.7%
30.2
432
0.7%
30.1
902
1.4%
29.0
435
0.7%
28.4
441
0.7%
28.2
470
0.8%
27.4
465
0.7%
26.9
445
0.7%
26.8
434
0.7%
male_smokers
MISSING:
25,941
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cardiovasc_death_rate
0.42
hospital_beds_per_thousand
0.36
handwashing_facilities
0.34
hosp_patients_per_million
0.24
median_age
0.20
extreme_poverty
-0.20
female_smokers
0.19
diabetes_prevalence
0.17
weekly_icu_admissions_per_million
0.16
weekly_hosp_admissions
-0.14
weekly_hosp_admissions_per_million
0.13
icu_patients_per_million
0.12
human_development_index
0.10
aged_65_older
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.47
tests_units
0.28
MOST FREQUENT VALUES
24.7
1,715
2.8%
16.5
1,311
2.1%
33.7
945
1.5%
31.4
927
1.5%
16.6
909
1.5%
37.8
907
1.5%
33.1
903
1.5%
34.8
901
1.5%
18.8
882
1.4%
30.9
869
1.4%
40.7
864
1.4%
12.3
857
1.4%
51.2
854
1.4%
20.4
852
1.4%
21.4
496
0.8%
SMALLEST VALUES
7.7
423
0.7%
8.5
424
0.7%
9.9
428
0.7%
10.8
438
0.7%
11.4
416
0.7%
12.3
857
1.4%
13.5
431
0.7%
14.2
433
0.7%
14.5
420
0.7%
15.2
439
0.7%
15.4
417
0.7%
15.6
442
0.7%
16.5
1,311
2.1%
16.6
909
1.5%
16.7
416
0.7%
LARGEST VALUES
78.1
415
0.7%
76.1
435
0.7%
65.8
433
0.7%
58.3
466
0.8%
55.5
440
0.7%
55.0
429
0.7%
53.9
363
0.6%
53.3
425
0.7%
52.7
430
0.7%
52.3
422
0.7%
52.1
436
0.7%
52.0
440
0.7%
51.2
854
1.4%
51.0
441
0.7%
50.5
419
0.7%
handwashing_facilities
MISSING:
47,369
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
human_development_index
0.84
life_expectancy
0.82
median_age
0.79
extreme_poverty
-0.76
gdp_per_capita
0.65
aged_65_older
0.64
aged_70_older
0.64
diabetes_prevalence
0.51
hospital_beds_per_thousand
0.45
total_cases_per_million
0.36
total_vaccinations_per_hundred
0.34
new_tests_smoothed_per_thousand
0.34
new_cases_smoothed_per_million
0.34
male_smokers
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.41
tests_units
0.24
MOST FREQUENT VALUES
87.84700000000001
496
1.2%
90.67
493
1.2%
60.13
475
1.2%
85.84700000000001
474
1.2%
47.782
472
1.2%
66.229
470
1.2%
78.46300000000001
467
1.2%
59.55
467
1.2%
43.993
459
1.1%
89.82700000000001
452
1.1%
76.665
449
1.1%
37.746
442
1.1%
94.57600000000001
442
1.1%
97.4
442
1.1%
59.607
441
1.1%
SMALLEST VALUES
1.188
421
1.1%
2.117
363
0.9%
2.735
431
1.1%
4.4719999999999995
426
1.1%
4.617
423
1.1%
5.818
418
1.0%
6.144
406
1.0%
6.403
412
1.0%
7.876
420
1.1%
7.96
424
1.1%
8.704
408
1.0%
8.978
417
1.0%
9.831
421
1.1%
10.475
433
1.1%
11.035
421
1.1%
LARGEST VALUES
98.999
424
1.1%
97.719
440
1.1%
97.4
442
1.1%
97.164
432
1.1%
95.803
429
1.1%
94.57600000000001
442
1.1%
94.04299999999999
436
1.1%
90.67
493
1.2%
90.65
418
1.0%
90.083
414
1.0%
89.82700000000001
452
1.1%
89.443
423
1.1%
89.22
419
1.0%
88.469
420
1.1%
87.84700000000001
496
1.2%
hospital_beds_per_thousand
MISSING:
14,765
(17%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
median_age
0.66
aged_70_older
0.65
aged_65_older
0.65
human_development_index
0.56
female_smokers
0.49
life_expectancy
0.47
handwashing_facilities
0.45
extreme_poverty
-0.44
weekly_icu_admissions_per_million
0.36
male_smokers
0.36
hosp_patients_per_million
0.35
weekly_icu_admissions
0.34
population_density
0.31
gdp_per_capita
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.55
tests_units
0.33
MOST FREQUENT VALUES
0.7
2,924
4.0%
0.8
2,579
3.6%
1.3
2,524
3.5%
1.6
2,246
3.1%
1.4
1,937
2.7%
2.1
1,755
2.4%
2.3
1,740
2.4%
0.3
1,737
2.4%
1.5
1,711
2.4%
0.9
1,672
2.3%
2.6
1,350
1.9%
3.6
1,334
1.8%
1.1
1,305
1.8%
2.0
1,303
1.8%
0.5
1,279
1.8%
SMALLEST VALUES
0.1
412
0.6%
0.2
417
0.6%
0.3
1,737
2.4%
0.4
427
0.6%
0.5
1,279
1.8%
0.53
467
0.6%
0.6
890
1.2%
0.7
2,924
4.0%
0.8
2,579
3.6%
0.9
1,672
2.3%
1.0
889
1.2%
1.04
435
0.6%
1.1
1,305
1.8%
1.13
431
0.6%
1.2
905
1.2%
LARGEST VALUES
13.8
437
0.6%
13.05
475
0.7%
12.27
476
0.7%
11.0
438
0.6%
8.8
434
0.6%
8.05
466
0.6%
8.0
470
0.6%
7.454
429
0.6%
7.37
441
0.6%
7.02
434
0.6%
7.0
427
0.6%
6.892
440
0.6%
6.7
424
0.6%
6.63
436
0.6%
6.62
433
0.6%
life_expectancy
MISSING:
4,455
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
human_development_index
0.91
median_age
0.85
handwashing_facilities
0.82
extreme_poverty
-0.75
aged_65_older
0.73
aged_70_older
0.72
gdp_per_capita
0.68
female_smokers
0.52
cardiovasc_death_rate
-0.48
hospital_beds_per_thousand
0.47
total_deaths_per_million
0.36
total_cases_per_million
0.35
new_cases_smoothed_per_million
0.33
hosp_patients_per_million
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.83
tests_units
0.38
MOST FREQUENT VALUES
76.88
1,295
1.6%
72.58
941
1.1%
81.32
930
1.1%
75.05
925
1.1%
76.68
906
1.1%
77.29
873
1.1%
71.72
857
1.0%
72.06
857
1.0%
61.58
833
1.0%
73.0
647
0.8%
73.32
592
0.7%
76.67
496
0.6%
77.15
493
0.6%
76.74
491
0.6%
80.46
481
0.6%
SMALLEST VALUES
53.28
422
0.5%
54.24
418
0.5%
54.33
363
0.4%
54.69
438
0.5%
54.7
406
0.5%
57.4
421
0.5%
57.78
426
0.5%
57.85
401
0.5%
58.32
412
0.5%
58.74
422
0.5%
59.29
431
0.5%
59.31
412
0.5%
59.96
23
0.0%
60.19
423
0.5%
60.68
426
0.5%
LARGEST VALUES
86.75
437
0.5%
84.97
439
0.5%
84.86
150
0.2%
84.63
475
0.6%
84.24
92
0.1%
83.92
133
0.2%
83.78
441
0.5%
83.73
435
0.5%
83.62
474
0.6%
83.56
465
0.6%
83.51
466
0.6%
83.44
471
0.6%
83.03
476
0.6%
82.99
439
0.5%
82.97
447
0.5%
human_development_index
MISSING:
7,920
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
life_expectancy
0.91
median_age
0.90
handwashing_facilities
0.84
aged_65_older
0.78
extreme_poverty
-0.78
aged_70_older
0.77
gdp_per_capita
0.75
female_smokers
0.58
hospital_beds_per_thousand
0.56
cardiovasc_death_rate
-0.43
hosp_patients_per_million
-0.37
total_deaths_per_million
0.37
total_cases_per_million
0.36
new_cases_smoothed_per_million
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
continent
0.62
tests_units
0.49
MOST FREQUENT VALUES
0.779
1,757
2.2%
0.919
1,355
1.7%
0.718
1,328
1.7%
0.48
1,259
1.6%
0.777
984
1.2%
0.938
942
1.2%
0.892
927
1.2%
0.9159999999999999
918
1.2%
0.9440000000000001
910
1.1%
0.81
903
1.1%
0.737
902
1.1%
0.9309999999999999
900
1.1%
0.851
884
1.1%
0.955
882
1.1%
0.8059999999999999
882
1.1%
SMALLEST VALUES
0.39399999999999996
417
0.5%
0.397
422
0.5%
0.39799999999999996
418
0.5%
0.433
807
1.0%
0.434
412
0.5%
0.452
833
1.0%
0.456
415
0.5%
0.45899999999999996
416
0.5%
0.47
396
0.5%
0.47700000000000004
424
0.5%
0.48
1,259
1.6%
0.483
408
0.5%
0.485
424
0.5%
0.496
420
0.5%
0.51
842
1.1%
LARGEST VALUES
0.9570000000000001
441
0.6%
0.955
882
1.1%
0.9490000000000001
589
0.7%
0.9470000000000001
470
0.6%
0.945
465
0.6%
0.9440000000000001
910
1.1%
0.94
464
0.6%
0.938
942
1.2%
0.932
466
0.6%
0.9309999999999999
900
1.1%
0.929
471
0.6%
0.9259999999999999
475
0.6%
0.922
441
0.6%
0.919
1,355
1.7%
0.917
464
0.6%